From 73664568356953f166d3cb0f3bb10da2e22accd2 Mon Sep 17 00:00:00 2001 From: Georgy Ponimatkin <38923619+ponimatkin@users.noreply.github.com> Date: Tue, 28 Feb 2023 18:22:22 +0100 Subject: [PATCH 01/18] Adding conversion to torch.float32 in get_interpolated_poses_many. (#1532) --- nerfstudio/cameras/camera_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nerfstudio/cameras/camera_utils.py b/nerfstudio/cameras/camera_utils.py index b1dd5a267..dae490626 100644 --- a/nerfstudio/cameras/camera_utils.py +++ b/nerfstudio/cameras/camera_utils.py @@ -229,7 +229,7 @@ def get_interpolated_poses_many( traj = np.stack(traj, axis=0) k_interp = np.stack(k_interp, axis=0) - return torch.tensor(traj), torch.tensor(k_interp) + return torch.tensor(traj, dtype=torch.float32), torch.tensor(k_interp, dtype=torch.float32) def normalize(x: torch.Tensor) -> TensorType[...]: From 6912e7cde95a30b6b6001195d44abd2a9ccfe228 Mon Sep 17 00:00:00 2001 From: Sacha Lewin Date: Thu, 2 Mar 2023 00:02:41 +0100 Subject: [PATCH 02/18] Fix crash when having no eval dataset and not using the viewer (#1537) Fixed crash when no eval imgs on wandb/tensorboard --- nerfstudio/engine/trainer.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/nerfstudio/engine/trainer.py b/nerfstudio/engine/trainer.py index 4e38b4bef..208022b8c 100644 --- a/nerfstudio/engine/trainer.py +++ b/nerfstudio/engine/trainer.py @@ -238,7 +238,9 @@ class Trainer: writer.put_dict(name="Train Loss Dict", scalar_dict=loss_dict, step=step) writer.put_dict(name="Train Metrics Dict", scalar_dict=metrics_dict, step=step) - self.eval_iteration(step) + # Do not perform evaluation if there are no validation images + if self.pipeline.datamanager.eval_dataset: + self.eval_iteration(step) if step_check(step, self.config.steps_per_save): self.save_checkpoint(step) From 5c810521a50aeab6e0c23e37d24e5a6543910a3d Mon Sep 17 00:00:00 2001 From: misza222 Date: Thu, 2 Mar 2023 18:12:46 +0100 Subject: [PATCH 03/18] Update nerf.md (#1546) Add useful info that it doesn't require GPU to execute --- docs/nerfology/methods/nerf.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/nerfology/methods/nerf.md b/docs/nerfology/methods/nerf.md index 90e89cd59..4c56f3154 100644 --- a/docs/nerfology/methods/nerf.md +++ b/docs/nerfology/methods/nerf.md @@ -18,7 +18,7 @@ ns-train vanilla-nerf If you have arrived to this site, it is likely that you have at least heard of NeRFs. This page will discuss the original NeRF paper, _"NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis"_ by Mildenhall, Srinivasan, Tancik et al. (2020). -For most tasks, using the original NeRF model is likely not a good choice and hence we provide implementations of various other NeRF related models. It is however useful to understand how NeRF's work as most follow ups follow a similar structure. +For most tasks, using the original NeRF model is likely not a good choice and hence we provide implementations of various other NeRF related models. It is however useful to understand how NeRF's work as most follow ups follow a similar structure and it doesn't require CUDA to execute (useful for stepping through the code with a debugger if you don't have a GPU at hand). The goal is to optimize a volumetric representation of a scene that can be rendered from novel viewpoints. This representation is optimized from a set of images and associated camera poses. From 63f5c8a2c41b02b96c932327880e53a02234b5b4 Mon Sep 17 00:00:00 2001 From: Georgy Ponimatkin <38923619+ponimatkin@users.noreply.github.com> Date: Thu, 2 Mar 2023 18:28:18 +0100 Subject: [PATCH 04/18] Fix camera transformations in ARKitScenes and ScanNet (#1544) * Update arkitscenes_dataparser.py Fix camera coordinate system in ARKitScenes. * Update scannet_dataparser.py Fix camera coordinates in ScanNet. --- nerfstudio/data/dataparsers/arkitscenes_dataparser.py | 2 ++ nerfstudio/data/dataparsers/scannet_dataparser.py | 9 ++++----- 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/nerfstudio/data/dataparsers/arkitscenes_dataparser.py b/nerfstudio/data/dataparsers/arkitscenes_dataparser.py index 736f9941b..fdf992ebd 100644 --- a/nerfstudio/data/dataparsers/arkitscenes_dataparser.py +++ b/nerfstudio/data/dataparsers/arkitscenes_dataparser.py @@ -208,4 +208,6 @@ class ARKitScenes(DataParser): frame_pose = np.array(poses_from_traj[str(my_key)]) frame_pose[0:3, 1:3] *= -1 + frame_pose = frame_pose[np.array([1, 0, 2, 3]), :] + frame_pose[2, :] *= -1 return frame_pose diff --git a/nerfstudio/data/dataparsers/scannet_dataparser.py b/nerfstudio/data/dataparsers/scannet_dataparser.py index 80d0dd688..3a58f302a 100644 --- a/nerfstudio/data/dataparsers/scannet_dataparser.py +++ b/nerfstudio/data/dataparsers/scannet_dataparser.py @@ -77,15 +77,14 @@ class ScanNet(DataParser): first_img = cv2.imread(img_dir_sorted[0].as_posix()) h, w, _ = first_img.shape - image_filenames = [] - depth_filenames = [] - intrinsics = [] - poses = [] + image_filenames, depth_filenames, intrinsics, poses = [], [], [], [] K = np.loadtxt(self.config.data / "intrinsic" / "intrinsic_color.txt") for img, depth, pose in zip(img_dir_sorted, depth_dir_sorted, pose_dir_sorted): pose = np.loadtxt(pose) - pose[0:3, 1:3] *= -1 + frame_pose[0:3, 1:3] *= -1 + frame_pose = frame_pose[np.array([1, 0, 2, 3]), :] + frame_pose[2, :] *= -1 # We cannot accept files directly, as some of the poses are invalid if np.isinf(pose).any(): From 74d12a55423baabab618e281e8c66132ddbe2f53 Mon Sep 17 00:00:00 2001 From: Matthew Tancik Date: Thu, 2 Mar 2023 10:14:20 -0800 Subject: [PATCH 05/18] Speed up point cloud export (#1547) --- nerfstudio/exporter/exporter_utils.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/nerfstudio/exporter/exporter_utils.py b/nerfstudio/exporter/exporter_utils.py index 9f4168517..2f45badab 100644 --- a/nerfstudio/exporter/exporter_utils.py +++ b/nerfstudio/exporter/exporter_utils.py @@ -178,8 +178,8 @@ def generate_point_cloud( rgbs = torch.cat(rgbs, dim=0) pcd = o3d.geometry.PointCloud() - pcd.points = o3d.utility.Vector3dVector(points.float().cpu().numpy()) - pcd.colors = o3d.utility.Vector3dVector(rgbs.float().cpu().numpy()) + pcd.points = o3d.utility.Vector3dVector(points.double().cpu().numpy()) + pcd.colors = o3d.utility.Vector3dVector(rgbs.double().cpu().numpy()) ind = None if remove_outliers: @@ -203,7 +203,7 @@ def generate_point_cloud( if ind is not None: # mask out normals for points that were removed with remove_outliers normals = normals[ind] - pcd.normals = o3d.utility.Vector3dVector(normals.float().cpu().numpy()) + pcd.normals = o3d.utility.Vector3dVector(normals.double().cpu().numpy()) return pcd From a36f33c5eece699905ceb8786898005d8bfd1715 Mon Sep 17 00:00:00 2001 From: Matthew Tancik Date: Thu, 2 Mar 2023 10:27:30 -0800 Subject: [PATCH 06/18] Update datamager docs (#1548) --- .../data/datamanagers/base_datamanager.py | 32 +++++++++++++------ 1 file changed, 23 insertions(+), 9 deletions(-) diff --git a/nerfstudio/data/datamanagers/base_datamanager.py b/nerfstudio/data/datamanagers/base_datamanager.py index dd0109c1d..7ff2f9aaf 100644 --- a/nerfstudio/data/datamanagers/base_datamanager.py +++ b/nerfstudio/data/datamanagers/base_datamanager.py @@ -235,24 +235,39 @@ class DataManager(nn.Module): """Sets up the data manager for evaluation""" @abstractmethod - def next_train(self, step: int) -> Tuple: + def next_train(self, step: int) -> Tuple[RayBundle, Dict]: """Returns the next batch of data from the train data manager. - This will be a tuple of all the information that this data manager outputs. + Args: + step: the step number of the eval image to retrieve + Returns: + A tuple of the ray bundle for the image, and a dictionary of additional batch information + such as the groudtruth image. """ raise NotImplementedError @abstractmethod - def next_eval(self, step: int) -> Tuple: + def next_eval(self, step: int) -> Tuple[RayBundle, Dict]: """Returns the next batch of data from the eval data manager. - This will be a tuple of all the information that this data manager outputs. + Args: + step: the step number of the eval image to retrieve + Returns: + A tuple of the ray bundle for the image, and a dictionary of additional batch information + such as the groudtruth image. """ raise NotImplementedError @abstractmethod - def next_eval_image(self, step: int) -> Tuple: - """Returns the next eval image.""" + def next_eval_image(self, step: int) -> Tuple[int, RayBundle, Dict]: + """Retreive the next eval image. + + Args: + step: the step number of the eval image to retrieve + Returns: + A tuple of the step number, the ray bundle for the image, and a dictionary of + additional batch information such as the groudtruth image. + """ raise NotImplementedError @abstractmethod @@ -358,12 +373,12 @@ class VanillaDataManager(DataManager): # pylint: disable=abstract-method self.sampler = None self.test_mode = test_mode self.test_split = "test" if test_mode in ["test", "inference"] else "val" - self.dataparser = self.config.dataparser + self.dataparser_config = self.config.dataparser if self.config.data is not None: self.config.dataparser.data = Path(self.config.data) else: self.config.data = self.config.dataparser.data - self.dataparser = self.dataparser.setup() + self.dataparser = self.dataparser_config.setup() self.train_dataparser_outputs = self.dataparser.get_dataparser_outputs(split="train") self.train_dataset = self.create_train_dataset() @@ -453,7 +468,6 @@ class VanillaDataManager(DataManager): # pylint: disable=abstract-method ) self.eval_dataloader = RandIndicesEvalDataloader( input_dataset=self.eval_dataset, - image_indices=self.config.eval_image_indices, device=self.device, num_workers=self.world_size * 4, ) From 8d41e522e333a2b54e2c0daef142076331916ef6 Mon Sep 17 00:00:00 2001 From: Matthew Tancik Date: Thu, 2 Mar 2023 14:32:27 -0800 Subject: [PATCH 07/18] Avoid loading entire dataset on GPU (#1551) --- nerfstudio/data/utils/dataloaders.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/nerfstudio/data/utils/dataloaders.py b/nerfstudio/data/utils/dataloaders.py index c4e155102..23d712d7e 100644 --- a/nerfstudio/data/utils/dataloaders.py +++ b/nerfstudio/data/utils/dataloaders.py @@ -116,7 +116,7 @@ class CacheDataloader(DataLoader): """Returns a collated batch.""" batch_list = self._get_batch_list() collated_batch = self.collate_fn(batch_list) - collated_batch = get_dict_to_torch(collated_batch, device=self.device) + collated_batch = get_dict_to_torch(collated_batch, device=self.device, exclude=["image"]) return collated_batch def __iter__(self): @@ -183,7 +183,7 @@ class EvalDataloader(DataLoader): """ ray_bundle = self.cameras.generate_rays(camera_indices=image_idx, keep_shape=True) batch = self.input_dataset[image_idx] - batch = get_dict_to_torch(batch, device=self.device) + batch = get_dict_to_torch(batch, device=self.device, exclude=["image"]) return ray_bundle, batch From f48fa6a9238f367d53261746ce6cc2e3e9445266 Mon Sep 17 00:00:00 2001 From: Georgy Ponimatkin <38923619+ponimatkin@users.noreply.github.com> Date: Thu, 2 Mar 2023 23:49:30 +0100 Subject: [PATCH 08/18] Instant ngp args (#1549) * Expand instant-ngp args. * Fixed misplaced string. --- nerfstudio/fields/instant_ngp_field.py | 8 ++++++-- nerfstudio/models/instant_ngp.py | 6 ++++++ 2 files changed, 12 insertions(+), 2 deletions(-) diff --git a/nerfstudio/fields/instant_ngp_field.py b/nerfstudio/fields/instant_ngp_field.py index 102912ba7..b0f4e97e4 100644 --- a/nerfstudio/fields/instant_ngp_field.py +++ b/nerfstudio/fields/instant_ngp_field.py @@ -19,6 +19,7 @@ Instant-NGP field implementations using tiny-cuda-nn, torch, .... from typing import Dict, Optional, Tuple +import numpy as np import torch from nerfacc import ContractionType, contract from torch.nn.parameter import Parameter @@ -63,6 +64,7 @@ class TCNNInstantNGPField(Field): contraction_type: type of contraction num_levels: number of levels of the hashmap for the base mlp log2_hashmap_size: size of the hashmap for the base mlp + max_res: maximum resolution of the hashmap for the base mlp """ def __init__( @@ -79,6 +81,7 @@ class TCNNInstantNGPField(Field): contraction_type: ContractionType = ContractionType.UN_BOUNDED_SPHERE, num_levels: int = 16, log2_hashmap_size: int = 19, + max_res: int = 2048, ) -> None: super().__init__() @@ -93,7 +96,8 @@ class TCNNInstantNGPField(Field): self.appearance_embedding = Embedding(num_images, appearance_embedding_dim) # TODO: set this properly based on the aabb - per_level_scale = 1.4472692012786865 + base_res: int = 16 + per_level_scale = np.exp((np.log(max_res) - np.log(base_res)) / (num_levels - 1)) self.direction_encoding = tcnn.Encoding( n_input_dims=3, @@ -111,7 +115,7 @@ class TCNNInstantNGPField(Field): "n_levels": num_levels, "n_features_per_level": 2, "log2_hashmap_size": log2_hashmap_size, - "base_resolution": 16, + "base_resolution": base_res, "per_level_scale": per_level_scale, }, network_config={ diff --git a/nerfstudio/models/instant_ngp.py b/nerfstudio/models/instant_ngp.py index ace4b77c6..2bdf85b6a 100644 --- a/nerfstudio/models/instant_ngp.py +++ b/nerfstudio/models/instant_ngp.py @@ -65,6 +65,10 @@ class InstantNGPModelConfig(ModelConfig): """Number of samples in field evaluation.""" grid_resolution: int = 128 """Resolution of the grid used for the field.""" + max_res: int = 2048 + """Maximum resolution of the hashmap for the base mlp.""" + log2_hashmap_size: int = 19 + """Size of the hashmap for the base mlp""" contraction_type: ContractionType = ContractionType.UN_BOUNDED_SPHERE """Contraction type used for spatial deformation of the field.""" cone_angle: float = 0.004 @@ -103,6 +107,8 @@ class NGPModel(Model): contraction_type=self.config.contraction_type, use_appearance_embedding=self.config.use_appearance_embedding, num_images=self.num_train_data, + log2_hashmap_size=self.config.log2_hashmap_size, + max_res=self.config.max_res, ) self.scene_aabb = Parameter(self.scene_box.aabb.flatten(), requires_grad=False) From 982e527bee9a4a38b70fd7e3956504e67fef2ca1 Mon Sep 17 00:00:00 2001 From: Rohan Mathur Date: Thu, 2 Mar 2023 18:24:59 -0800 Subject: [PATCH 09/18] Added video cropping for equirectangular and made it independent of mask in normal videos (#1542) * started bottom crop functionality * first draft of cropping * cleaned up and debugged cropping equirectangular and re added mask stuff just without percent crop * added nonequirectangular video crop * added left right crop for equirectangular * shortened equirect utils * finished regular video cropping * removed print, added underscores, changed type to List[float] --- nerfstudio/process_data/equirect_utils.py | 116 ++++++++++++++++-- nerfstudio/process_data/process_data_utils.py | 20 ++- scripts/process_data.py | 21 +++- 3 files changed, 135 insertions(+), 22 deletions(-) diff --git a/nerfstudio/process_data/equirect_utils.py b/nerfstudio/process_data/equirect_utils.py index 596af58fb..70690c4c3 100644 --- a/nerfstudio/process_data/equirect_utils.py +++ b/nerfstudio/process_data/equirect_utils.py @@ -16,7 +16,7 @@ import os from pathlib import Path -from typing import Tuple +from typing import List, Tuple import cv2 import numpy as np @@ -33,10 +33,83 @@ from rich.progress import ( from nerfstudio.utils.rich_utils import ItersPerSecColumn +def _crop_bottom(bound_arr: list, fov: int, percent_crop: float) -> List[float]: + """Returns a list of vertical bounds with the bottom cropped. + + Args: + bound_arr (list): List of vertical bounds in ascending order. + fov (int): Field of view of the camera. + percent_crop (float): Percent of the image to crop from the bottom. + + Returns: + list: A new list of bounds with the bottom cropped. + """ + degrees_chopped = 180 * percent_crop + new_bottom_start = 90 - degrees_chopped - fov / 2 + for i, el in reversed(list(enumerate(bound_arr))): + if el > new_bottom_start + fov / 2: + bound_arr[i] = None + elif el > new_bottom_start: + diff = el - new_bottom_start + bound_arr[i] = new_bottom_start + for j in range(i - 1, -1, -1): + bound_arr[j] -= diff / (2 ** (i - j)) + break + + return bound_arr + + +def _crop_top(bound_arr: list, fov: int, percent_crop: float) -> List[float]: + """Returns a list of vertical bounds with the top cropped. + + Args: + bound_arr (list): List of vertical bounds in ascending order. + fov (int): Field of view of the camera. + percent_crop (float): Percent of the image to crop from the top. + + Returns: + list: A new list of bounds with the top cropped. + """ + degrees_chopped = 180 * percent_crop + new_top_start = -90 + degrees_chopped + fov / 2 + for i, el in enumerate(bound_arr): + if el < new_top_start - fov / 2: + bound_arr[i] = None + elif el < new_top_start: + diff = new_top_start - el + bound_arr[i] = new_top_start + for j in range(i + 1, len(bound_arr)): + bound_arr[j] += diff / (2 ** (j - i)) + break + + return bound_arr + + +def _crop_bound_arr_vertical( + bound_arr: list, fov: int, percent_crop: Tuple[float, float, float, float] = (0.0, 0.0, 0.0, 0.0) +) -> list: + """Returns a list of vertical bounds adjusted for cropping. + + Args: + bound_arr (list): Original list of vertical bounds in ascending order. + fov (int): Field of view of the camera. + percent_crop (Tuple[float, float, float, float]): Crop arr (top, bottom, left, right). + + Returns: + list: _description_ + """ + if percent_crop[1] > 0: + bound_arr = _crop_bottom(bound_arr, fov, percent_crop[1]) + if percent_crop[0] > 0: + bound_arr = _crop_top(bound_arr, fov, percent_crop[0]) + return bound_arr + + def generate_planar_projections_from_equirectangular( image_dir: Path, planar_image_size: Tuple[int, int], samples_per_im: int, + percent_crop: Tuple[float, float, float, float] = (0.0, 0.0, 0.0, 0.0), ) -> Path: """Generate planar projections from an equirectangular image. @@ -44,6 +117,7 @@ def generate_planar_projections_from_equirectangular( image_dir: The directory containing the equirectangular image. planar_image_size: The size of the planar projections [width, height]. samples_per_im: The number of samples to take per image. + percent_crop: The percent of the image to crop from the (top, bottom, left, and right). returns: The path to the planar projections directory. """ @@ -52,22 +126,38 @@ def generate_planar_projections_from_equirectangular( fov = 120 yaw_pitch_pairs = [] + left_bound, right_bound = -180, 180 + if percent_crop[3] > 0: + left_bound = -180 + 360 * percent_crop[3] + if percent_crop[2] > 0: + right_bound = 180 - 360 * percent_crop[2] + if samples_per_im == 8: fov = 120 - for i in np.arange(-180, 180, 90): - yaw_pitch_pairs.append((i, 0)) - for i in np.arange(-180, 180, 180): - yaw_pitch_pairs.append((i, 45)) - for i in np.arange(-180, 180, 180): - yaw_pitch_pairs.append((i, -45)) + bound_arr = [-45, 0, 45] + bound_arr = _crop_bound_arr_vertical(bound_arr, fov, percent_crop) + if bound_arr[1] is not None: + for i in np.arange(left_bound, right_bound, 90): + yaw_pitch_pairs.append((i, bound_arr[1])) + if bound_arr[2] is not None: + for i in np.arange(left_bound, right_bound, 180): + yaw_pitch_pairs.append((i, bound_arr[2])) + if bound_arr[0] is not None: + for i in np.arange(left_bound, right_bound, 180): + yaw_pitch_pairs.append((i, bound_arr[0])) elif samples_per_im == 14: fov = 110 - for i in np.arange(-180, 180, 60): - yaw_pitch_pairs.append((i, 0)) - for i in np.arange(-180, 180, 90): - yaw_pitch_pairs.append((i, 45)) - for i in np.arange(-180, 180, 90): - yaw_pitch_pairs.append((i, -45)) + bound_arr = [-45, 0, 45] + bound_arr = _crop_bound_arr_vertical(bound_arr, fov, percent_crop) + if bound_arr[1] is not None: + for i in np.arange(left_bound, right_bound, 60): + yaw_pitch_pairs.append((i, bound_arr[1])) + if bound_arr[2] is not None: + for i in np.arange(left_bound, right_bound, 90): + yaw_pitch_pairs.append((i, bound_arr[2])) + if bound_arr[0] is not None: + for i in np.arange(left_bound, right_bound, 90): + yaw_pitch_pairs.append((i, bound_arr[0])) equi2pers = Equi2Pers(height=planar_image_size[1], width=planar_image_size[0], fov_x=fov, mode="bilinear") frame_dir = image_dir diff --git a/nerfstudio/process_data/process_data_utils.py b/nerfstudio/process_data/process_data_utils.py index 6b94bbaa9..2734883cb 100644 --- a/nerfstudio/process_data/process_data_utils.py +++ b/nerfstudio/process_data/process_data_utils.py @@ -100,7 +100,11 @@ def get_num_frames_in_video(video: Path) -> int: def convert_video_to_images( - video_path: Path, image_dir: Path, num_frames_target: int, verbose: bool = False + video_path: Path, + image_dir: Path, + num_frames_target: int, + percent_crop: Tuple[float, float, float, float] = (0.0, 0.0, 0.0, 0.0), + verbose: bool = False, ) -> Tuple[List[str], int]: """Converts a video into a sequence of images. @@ -108,6 +112,7 @@ def convert_video_to_images( video_path: Path to the video. output_dir: Path to the output directory. num_frames_target: Number of frames to extract. + percent_crop: Percent of the image to crop. (top, bottom, left, right) verbose: If True, logs the output of the command. Returns: A tuple containing summary of the conversion and the number of extracted frames. @@ -135,16 +140,23 @@ def convert_video_to_images( out_filename = image_dir / "frame_%05d.png" ffmpeg_cmd = f'ffmpeg -i "{video_path}"' - spacing = num_frames // num_frames_target + crop_cmd = "" + if percent_crop != (0.0, 0.0, 0.0, 0.0): + height = 1 - percent_crop[0] - percent_crop[1] + width = 1 - percent_crop[2] - percent_crop[3] + start_x = percent_crop[2] + start_y = percent_crop[0] + crop_cmd = f',"crop=w=iw*{width}:h=ih*{height}:x=iw*{start_x}:y=ih*{start_y}"' + + spacing = num_frames // num_frames_target if spacing > 1: - ffmpeg_cmd += f" -vf thumbnail={spacing},setpts=N/TB -r 1" + ffmpeg_cmd += f" -vf thumbnail={spacing},setpts=N/TB{crop_cmd} -r 1" else: CONSOLE.print("[bold red]Can't satisfy requested number of frames. Extracting all frames.") ffmpeg_cmd += " -pix_fmt bgr8" ffmpeg_cmd += f" {out_filename}" - run_command(ffmpeg_cmd, verbose=verbose) num_final_frames = len(list(image_dir.glob("*.png"))) diff --git a/scripts/process_data.py b/scripts/process_data.py index 7c39afd1f..e2e40de03 100644 --- a/scripts/process_data.py +++ b/scripts/process_data.py @@ -319,11 +319,19 @@ class ProcessVideo: temp_image_dir = self.output_dir / "temp_images" temp_image_dir.mkdir(parents=True, exist_ok=True) summary_log, num_extracted_frames = process_data_utils.convert_video_to_images( - self.data, image_dir=temp_image_dir, num_frames_target=self.num_frames_target, verbose=self.verbose + self.data, + image_dir=temp_image_dir, + num_frames_target=self.num_frames_target, + percent_crop=(0.0, 0.0, 0.0, 0.0), + verbose=self.verbose, ) else: summary_log, num_extracted_frames = process_data_utils.convert_video_to_images( - self.data, image_dir=image_dir, num_frames_target=self.num_frames_target, verbose=self.verbose + self.data, + image_dir=image_dir, + num_frames_target=self.num_frames_target, + percent_crop=self.percent_crop, + verbose=self.verbose, ) # Generate planar projections if equirectangular @@ -332,7 +340,10 @@ class ProcessVideo: self.output_dir / "temp_images", self.images_per_equirect ) image_dir = equirect_utils.generate_planar_projections_from_equirectangular( - self.output_dir / "temp_images", perspective_image_size, self.images_per_equirect + self.output_dir / "temp_images", + perspective_image_size, + self.images_per_equirect, + percent_crop=self.percent_crop, ) # copy the perspective images to the image directory @@ -346,11 +357,11 @@ class ProcessVideo: # remove the temp_images folder shutil.rmtree(self.output_dir / "temp_images", ignore_errors=True) - # Create mask + # # Create mask mask_path = process_data_utils.save_mask( image_dir=image_dir, num_downscales=self.num_downscales, - percent_crop=self.percent_crop, + percent_crop=(0.0, 0.0, 0.0, 0.0), percent_radius=self.percent_radius_crop, ) if mask_path is not None: From 7b8999ac3dcb6d495d5243f9afa1c1e581cd3d42 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Lo=C3=AFc=20Magne?= <53355258+loicmagne@users.noreply.github.com> Date: Fri, 3 Mar 2023 18:56:37 +0100 Subject: [PATCH 10/18] Fix typo in docs Nerfology/Model components/Ray samplers (#1553) fixed typo --- docs/nerfology/model_components/visualize_samplers.ipynb | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/docs/nerfology/model_components/visualize_samplers.ipynb b/docs/nerfology/model_components/visualize_samplers.ipynb index 1ead09832..a23500d58 100644 --- a/docs/nerfology/model_components/visualize_samplers.ipynb +++ b/docs/nerfology/model_components/visualize_samplers.ipynb @@ -1,6 +1,7 @@ { "cells": [ { + "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ @@ -46,7 +47,7 @@ ":class: only-dark\n", "```\n", "\n", - "### Heirarchical Sampling\n", + "### Hierarchical Sampling\n", "\n", "It is important to sample the scene where it has content otherwise the reconstruction quality will be reduced. \n", "\n", @@ -7413,7 +7414,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3.8.12 ('nerfactory')", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -7427,11 +7428,11 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.12" + "version": "3.10.7" }, "vscode": { "interpreter": { - "hash": "34c28001ff35fb390494047002768a8182dcf55b1b11415165e62ea61557ab83" + "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1" } } }, From c0c714c831525f690fd26f4e32f3b124df4cb8e1 Mon Sep 17 00:00:00 2001 From: Georgy Ponimatkin <38923619+ponimatkin@users.noreply.github.com> Date: Sun, 5 Mar 2023 17:34:38 +0100 Subject: [PATCH 11/18] Fix minor scannet bug. (#1555) --- nerfstudio/data/dataparsers/scannet_dataparser.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/nerfstudio/data/dataparsers/scannet_dataparser.py b/nerfstudio/data/dataparsers/scannet_dataparser.py index 3a58f302a..46ff98f8a 100644 --- a/nerfstudio/data/dataparsers/scannet_dataparser.py +++ b/nerfstudio/data/dataparsers/scannet_dataparser.py @@ -82,9 +82,9 @@ class ScanNet(DataParser): K = np.loadtxt(self.config.data / "intrinsic" / "intrinsic_color.txt") for img, depth, pose in zip(img_dir_sorted, depth_dir_sorted, pose_dir_sorted): pose = np.loadtxt(pose) - frame_pose[0:3, 1:3] *= -1 - frame_pose = frame_pose[np.array([1, 0, 2, 3]), :] - frame_pose[2, :] *= -1 + pose[0:3, 1:3] *= -1 + pose = pose[np.array([1, 0, 2, 3]), :] + pose[2, :] *= -1 # We cannot accept files directly, as some of the poses are invalid if np.isinf(pose).any(): From 9dc7fc2e44e8bebbe09984d815dd9e6501a6ee63 Mon Sep 17 00:00:00 2001 From: Rohan Mathur Date: Tue, 7 Mar 2023 15:28:21 -0800 Subject: [PATCH 12/18] Added documentation for equirectangular input (#1561) * added documentation for equirectangular * fixed typo and mentioned 3fps is empirical --- docs/quickstart/custom_dataset.md | 32 +++++++++++++++++++++++++ docs/quickstart/imgs/equirect_crop.jpg | Bin 0 -> 397720 bytes 2 files changed, 32 insertions(+) create mode 100644 docs/quickstart/imgs/equirect_crop.jpg diff --git a/docs/quickstart/custom_dataset.md b/docs/quickstart/custom_dataset.md index ebc6ce313..5c0686e09 100644 --- a/docs/quickstart/custom_dataset.md +++ b/docs/quickstart/custom_dataset.md @@ -290,3 +290,35 @@ ns-process-data metashape --data {data directory} --xml {xml file} --output-dir ```bash ns-train nerfacto --data {output directory} ``` + +## Equirectangular data + +Equirectangular data is data that has been taken by a 360 camera such as Insta360. Both equirectangular image sets and videos can be processed by nerfstudio. + +### Images +For a set of equirectangular images, process the data using the following command: + +```bash +ns-process-data images --camera-type equirectangular --images-per-equirect {8, or 14} --data {data directory} --output-dir {output directory} +``` + +The images-per-equirect argument is the number of images that will be sampled from each equirectangular image. We have found that 8 images per equirectangular image is sufficient for most use cases so it defaults to that. However, if you find that there isn't enough detail in the nerf or that colmap is having trouble aligning the images, you can try increasing the number of images per equirectangular image to 14. + +### Videos +For videos we reccomend taking a video with the camera held on top of your head. This will result in any unwanted capturer to just be in the bottom of each frame image and therefore can be cropped out. + +For a video, process the data using the following command: + +```bash +ns-process-data video --camera-type equirectangular --images-per-equirect {8, or 14} --num-frames-target {num equirectangular frames to sample from} --percent-crop {top bottom left right} --data {data directory} --output-dir {output directory} +``` +See the equirectangular images section above for a description of the `--images-per-equirect` argument. + +The `num-frames-target` argument is optional but it is recomended to set it to 3*(seconds of video) frames. For example, if you have a 30 second video, you would use `--num-frames-target 90` (3*30=90). This number was chosen from a bit of experimentation and seems to work well for most videos. It is by no means a hard rule and you can experiment with different values. + +The `percent-crop` argument is optional but often very helpful. This is because equirectangular videos taken by 360 cameras tend to have a portion of the bottom of the image that is the person who was holding the camera over their head. + + + +This obscene mesh of human is obviously not helpful in training a nerf so we can remove it by cropping the bottom 20% of the image. 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Date: Wed, 8 Mar 2023 15:47:43 +0000 Subject: [PATCH 13/18] Correct instructions for Docker build (#1557) This fixes the instruction for the cuda-architecture specific Docker build. --- docs/quickstart/installation.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/quickstart/installation.md b/docs/quickstart/installation.md index 2a2db4453..950aefb2a 100644 --- a/docs/quickstart/installation.md +++ b/docs/quickstart/installation.md @@ -140,7 +140,7 @@ To restrict to only CUDA architectures that you have available locally, use the build arg and look up [the compute capability for your GPU](https://developer.nvidia.com/cuda-gpus). For example, here's how to build with support for GeForce 30xx series GPUs: ```bash -docker build --build-arg CUDA_ARCHITECTURES=86 -tag nerfstudio-86 . +docker build --build-arg CUDA_ARCHITECTURES=86 --tag nerfstudio-86 -f Dockerfile . ``` ### Using an interactive container From 1f8a07c10e6c6d81bb4bb89077fc849bdaa7f7c0 Mon Sep 17 00:00:00 2001 From: Rohan Mathur Date: Wed, 8 Mar 2023 19:39:27 -0800 Subject: [PATCH 14/18] Fixed percent crop typo (#1573) I put 20 instead of 0.2 --- docs/quickstart/custom_dataset.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/quickstart/custom_dataset.md b/docs/quickstart/custom_dataset.md index 5c0686e09..faae5bf60 100644 --- a/docs/quickstart/custom_dataset.md +++ b/docs/quickstart/custom_dataset.md @@ -320,5 +320,5 @@ The `percent-crop` argument is optional but often very helpful. This is because -This obscene mesh of human is obviously not helpful in training a nerf so we can remove it by cropping the bottom 20% of the image. This can be done by using the `--percent-crop 0 20 0 0` argument. +This obscene mesh of human is obviously not helpful in training a nerf so we can remove it by cropping the bottom 20% of the image. This can be done by using the `--percent-crop 0 0.2 0 0` argument. From c61d3e9387425e568ee7317a14d517c4e5a8bdf0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jon=C3=A1=C5=A1=20Kulh=C3=A1nek?= Date: Thu, 9 Mar 2023 19:14:24 +0100 Subject: [PATCH 15/18] MinimalDataParser add options, allow Nerfstudio data format to specify test indices (#1541) * MinimalDataParser add options, allow Nerfstudio data format to specify test indices * Switch from indices to filenames and add tests --- nerfstudio/cameras/camera_utils.py | 2 +- .../data/dataparsers/minimal_dataparser.py | 18 +++- .../data/dataparsers/nerfstudio_dataparser.py | 53 +++++++--- nerfstudio/process_data/colmap_utils.py | 5 + .../dataparsers/test_nerfstudio_dataparser.py | 99 +++++++++++++++++++ 5 files changed, 158 insertions(+), 19 deletions(-) create mode 100644 tests/dataparsers/test_nerfstudio_dataparser.py diff --git a/nerfstudio/cameras/camera_utils.py b/nerfstudio/cameras/camera_utils.py index dae490626..7b3712cd0 100644 --- a/nerfstudio/cameras/camera_utils.py +++ b/nerfstudio/cameras/camera_utils.py @@ -431,7 +431,7 @@ def rotation_matrix(a: TensorType[3], b: TensorType[3]) -> TensorType[3, 3]: def auto_orient_and_center_poses( poses: TensorType["num_poses":..., 4, 4], method: Literal["pca", "up", "none"] = "up", center_poses: bool = True -) -> Tuple[TensorType["num_poses":..., 3, 4], TensorType[4, 4]]: +) -> Tuple[TensorType["num_poses":..., 3, 4], TensorType[3, 4]]: """Orients and centers the poses. We provide two methods for orientation: pca and up. pca: Orient the poses so that the principal component of the points is aligned with the axes. diff --git a/nerfstudio/data/dataparsers/minimal_dataparser.py b/nerfstudio/data/dataparsers/minimal_dataparser.py index 2fa2218a4..6d8de4ec5 100644 --- a/nerfstudio/data/dataparsers/minimal_dataparser.py +++ b/nerfstudio/data/dataparsers/minimal_dataparser.py @@ -52,15 +52,17 @@ class MinimalDataParser(DataParser): filepath = self.config.data / f"{split}.npz" data = np.load(filepath, allow_pickle=True) - image_filenames = data["image_filenames"].tolist() - mask_filenames = data["mask_filenames"].tolist() if "mask_filenames" in data.keys() else None + image_filenames = [filepath.parent / path for path in data["image_filenames"].tolist()] + mask_filenames = None + if "mask_filenames" in data.keys(): + mask_filenames = [filepath.parent / path for path in data["mask_filenames"].tolist()] metadata = None if "semantics" in data.keys(): semantics = data["semantics"].item() metadata = { "semantics": Semantics( - filenames=semantics["filenames"].tolist(), + filenames=[filepath.parent / path for path in semantics["filenames"].tolist()], classes=semantics["classes"].tolist(), colors=torch.from_numpy(semantics["colors"]), mask_classes=semantics["mask_classes"].tolist(), @@ -87,11 +89,21 @@ class MinimalDataParser(DataParser): times=torch.from_numpy(camera_np["times"]) if "times" in camera_np.keys() else None, ) + applied_scale = 1.0 + applied_transform = np.eye(4, dtype=np.float32)[:3, :] + if "applied_scale" in data.keys(): + applied_scale = float(data["applied_scale"]) + if "applied_transform" in data.keys(): + applied_transform = data["applied_transform"].astype(np.float32) + assert applied_transform.shape == (3, 4) + dataparser_outputs = DataparserOutputs( image_filenames=image_filenames, cameras=cameras, scene_box=scene_box, mask_filenames=mask_filenames, + dataparser_transform=applied_transform, + dataparser_scale=applied_scale, metadata=metadata, ) return dataparser_outputs diff --git a/nerfstudio/data/dataparsers/nerfstudio_dataparser.py b/nerfstudio/data/dataparsers/nerfstudio_dataparser.py index fd0d49830..2d51b8be5 100644 --- a/nerfstudio/data/dataparsers/nerfstudio_dataparser.py +++ b/nerfstudio/data/dataparsers/nerfstudio_dataparser.py @@ -182,22 +182,36 @@ class Nerfstudio(DataParser): You should check that depth_file_path is specified for every frame (or zero frames) in transforms.json. """ - # filter image_filenames and poses based on train/eval split percentage - num_images = len(image_filenames) - num_train_images = math.ceil(num_images * self.config.train_split_fraction) - num_eval_images = num_images - num_train_images - i_all = np.arange(num_images) - i_train = np.linspace( - 0, num_images - 1, num_train_images, dtype=int - ) # equally spaced training images starting and ending at 0 and num_images-1 - i_eval = np.setdiff1d(i_all, i_train) # eval images are the remaining images - assert len(i_eval) == num_eval_images - if split == "train": - indices = i_train - elif split in ["val", "test"]: - indices = i_eval + has_split_files_spec = any(f"{split}_filenames" in meta for split in ("train", "val", "test")) + if f"{split}_filenames" in meta: + # Validate split first + split_filenames = set(self._get_fname(PurePath(x), data_dir) for x in meta[f"{split}_filenames"]) + unmatched_filenames = split_filenames.difference(image_filenames) + if unmatched_filenames: + raise RuntimeError(f"Some filenames for split {split} were not found: {unmatched_filenames}.") + + indices = [i for i, path in enumerate(image_filenames) if path in split_filenames] + CONSOLE.log(f"[yellow] Dataset is overriding {split}_indices to {indices}") + indices = np.array(indices, dtype=np.int32) + elif has_split_files_spec: + raise RuntimeError(f"The dataset's list of filenames for split {split} is missing.") else: - raise ValueError(f"Unknown dataparser split {split}") + # filter image_filenames and poses based on train/eval split percentage + num_images = len(image_filenames) + num_train_images = math.ceil(num_images * self.config.train_split_fraction) + num_eval_images = num_images - num_train_images + i_all = np.arange(num_images) + i_train = np.linspace( + 0, num_images - 1, num_train_images, dtype=int + ) # equally spaced training images starting and ending at 0 and num_images-1 + i_eval = np.setdiff1d(i_all, i_train) # eval images are the remaining images + assert len(i_eval) == num_eval_images + if split == "train": + indices = i_train + elif split in ["val", "test"]: + indices = i_eval + else: + raise ValueError(f"Unknown dataparser split {split}") if "orientation_override" in meta: orientation_method = meta["orientation_override"] @@ -274,6 +288,15 @@ class Nerfstudio(DataParser): assert self.downscale_factor is not None cameras.rescale_output_resolution(scaling_factor=1.0 / self.downscale_factor) + if "applied_transform" in meta: + applied_transform = np.array(meta["applied_transform"], dtype=np.float32) + transform_matrix = transform_matrix @ np.concatenate( + (applied_transform, np.array([0, 0, 0, 1], dtype=np.float32)), 0 + ) + if "applied_scale" in meta: + applied_scale = float(meta["applied_scale"]) + scale_factor *= applied_scale + dataparser_outputs = DataparserOutputs( image_filenames=image_filenames, cameras=cameras, diff --git a/nerfstudio/process_data/colmap_utils.py b/nerfstudio/process_data/colmap_utils.py index f8254f0a8..f34d6cd84 100644 --- a/nerfstudio/process_data/colmap_utils.py +++ b/nerfstudio/process_data/colmap_utils.py @@ -455,6 +455,11 @@ def colmap_to_json( out = parse_colmap_camera_params(cam_id_to_camera[1]) out["frames"] = frames + applied_transform = np.eye(4)[:3, :] + applied_transform = applied_transform[np.array([1, 0, 2, 3]), :] + applied_transform[2, :] *= -1 + out["applied_transform"] = applied_transform + with open(output_dir / "transforms.json", "w", encoding="utf-8") as f: json.dump(out, f, indent=4) diff --git a/tests/dataparsers/test_nerfstudio_dataparser.py b/tests/dataparsers/test_nerfstudio_dataparser.py new file mode 100644 index 000000000..c5dfd9518 --- /dev/null +++ b/tests/dataparsers/test_nerfstudio_dataparser.py @@ -0,0 +1,99 @@ +""" +Nerfstudio dataparser +""" +# pylint: disable=all +import json +from pathlib import Path + +import numpy as np +import pytest +from PIL import Image +from pytest import fixture + + +@fixture +def mocked_dataset(tmp_path: Path): + """Mocked dataset with transforms""" + (tmp_path / "images_4").mkdir() + frames = [] + for i in range(10): + Image.new("RGB", (100, 150)).save(tmp_path / "images_4" / f"img_{i}.png") + frames.append( + { + "file_path": f"img_{i}.png", + "transform_matrix": np.eye(4).tolist(), + } + ) + with (tmp_path / "transforms.json").open("w+", encoding="utf8") as f: + json.dump({"fl_x": 2, "fl_y": 3, "cx": 4, "cy": 5, "h": 150, "w": 100, "frames": frames}, f) + return tmp_path + + +@pytest.mark.parametrize("orientation_method", ["up", "none", "pca"]) +def test_nerfstudio_dataparser_no_filelist(mocked_dataset, orientation_method): + """Tests basic load""" + assert (mocked_dataset / "images_4").exists() + from nerfstudio.data.dataparsers.nerfstudio_dataparser import ( + DataparserOutputs, + Nerfstudio, + NerfstudioDataParserConfig, + ) + + parser: Nerfstudio = NerfstudioDataParserConfig( + data=mocked_dataset, + downscale_factor=4, + orientation_method=orientation_method, + center_poses=False, + auto_scale_poses=False, + ).setup() + + paths = set() + for split in ("train", "test", "val"): + out = parser.get_dataparser_outputs(split) + assert isinstance(out, DataparserOutputs) + assert len(out.image_filenames) > 0 + paths.update(out.image_filenames) + train_files = set(parser.get_dataparser_outputs("train").image_filenames) + assert len(train_files.intersection(parser.get_dataparser_outputs("val").image_filenames)) == 0 + assert len(train_files.intersection(parser.get_dataparser_outputs("test").image_filenames)) == 0 + assert len(paths) == 10 + + +def test_nerfstudio_dataparser_split_filelist(mocked_dataset): + """Tests basic load""" + assert (mocked_dataset / "images_4").exists() + with open(mocked_dataset / "transforms.json", "r+") as f: + data = json.load(f) + data["train_filenames"] = ["img_0.png", "img_1.png"] + data["val_filenames"] = ["img_2.png", "img_3.png"] + data["test_filenames"] = ["img_4.png", "img_5.png"] + f.seek(0) + f.truncate(0) + json.dump(data, f) + + from nerfstudio.data.dataparsers.nerfstudio_dataparser import ( + DataparserOutputs, + Nerfstudio, + NerfstudioDataParserConfig, + ) + + parser: Nerfstudio = NerfstudioDataParserConfig( + data=mocked_dataset, + downscale_factor=4, + orientation_method="none", + center_poses=False, + auto_scale_poses=False, + ).setup() + + assert parser.get_dataparser_outputs("train").image_filenames == [ + mocked_dataset / "images_4/img_0.png", + mocked_dataset / "images_4/img_1.png", + ] + assert parser.get_dataparser_outputs("val").image_filenames == [ + mocked_dataset / "images_4/img_2.png", + mocked_dataset / "images_4/img_3.png", + ] + assert parser.get_dataparser_outputs("test").image_filenames == [ + mocked_dataset / "images_4/img_4.png", + mocked_dataset / "images_4/img_5.png", + ] From 403ab26f0c6e2a90cf98e71e616445770a951727 Mon Sep 17 00:00:00 2001 From: Rohan Mathur Date: Thu, 9 Mar 2023 12:23:50 -0800 Subject: [PATCH 16/18] Changed percent-crop to crop-factor so it's less confusing (#1575) * changed percent-crop arg to crop-factor so it's more clear that it's a float * added error if crop values are less than 0 or more than 1 * added value hint and changed error to console thing * added imports * fixed linter issues * refixed linter issues --- docs/quickstart/custom_dataset.md | 6 +-- nerfstudio/process_data/equirect_utils.py | 54 +++++++++++-------- nerfstudio/process_data/process_data_utils.py | 43 ++++++++------- scripts/process_data.py | 12 ++--- 4 files changed, 63 insertions(+), 52 deletions(-) diff --git a/docs/quickstart/custom_dataset.md b/docs/quickstart/custom_dataset.md index faae5bf60..009cb287c 100644 --- a/docs/quickstart/custom_dataset.md +++ b/docs/quickstart/custom_dataset.md @@ -310,15 +310,15 @@ For videos we reccomend taking a video with the camera held on top of your head. For a video, process the data using the following command: ```bash -ns-process-data video --camera-type equirectangular --images-per-equirect {8, or 14} --num-frames-target {num equirectangular frames to sample from} --percent-crop {top bottom left right} --data {data directory} --output-dir {output directory} +ns-process-data video --camera-type equirectangular --images-per-equirect {8, or 14} --num-frames-target {num equirectangular frames to sample from} --crop-factor {top bottom left right} --data {data directory} --output-dir {output directory} ``` See the equirectangular images section above for a description of the `--images-per-equirect` argument. The `num-frames-target` argument is optional but it is recomended to set it to 3*(seconds of video) frames. For example, if you have a 30 second video, you would use `--num-frames-target 90` (3*30=90). This number was chosen from a bit of experimentation and seems to work well for most videos. It is by no means a hard rule and you can experiment with different values. -The `percent-crop` argument is optional but often very helpful. This is because equirectangular videos taken by 360 cameras tend to have a portion of the bottom of the image that is the person who was holding the camera over their head. +The `crop-factor` argument is optional but often very helpful. This is because equirectangular videos taken by 360 cameras tend to have a portion of the bottom of the image that is the person who was holding the camera over their head. -This obscene mesh of human is obviously not helpful in training a nerf so we can remove it by cropping the bottom 20% of the image. This can be done by using the `--percent-crop 0 0.2 0 0` argument. +This obscene mesh of human is obviously not helpful in training a nerf so we can remove it by cropping the bottom 20% of the image. This can be done by using the `--crop-factor 0 0.2 0 0` argument. diff --git a/nerfstudio/process_data/equirect_utils.py b/nerfstudio/process_data/equirect_utils.py index 70690c4c3..340dd7884 100644 --- a/nerfstudio/process_data/equirect_utils.py +++ b/nerfstudio/process_data/equirect_utils.py @@ -15,6 +15,7 @@ """Helper utils for processing equirectangular data.""" import os +import sys from pathlib import Path from typing import List, Tuple @@ -22,6 +23,7 @@ import cv2 import numpy as np import torch from equilib import Equi2Pers +from rich.console import Console from rich.progress import ( BarColumn, Progress, @@ -32,19 +34,21 @@ from rich.progress import ( from nerfstudio.utils.rich_utils import ItersPerSecColumn +CONSOLE = Console(width=120) -def _crop_bottom(bound_arr: list, fov: int, percent_crop: float) -> List[float]: + +def _crop_bottom(bound_arr: list, fov: int, crop_factor: float) -> List[float]: """Returns a list of vertical bounds with the bottom cropped. Args: bound_arr (list): List of vertical bounds in ascending order. fov (int): Field of view of the camera. - percent_crop (float): Percent of the image to crop from the bottom. + crop_factor (float): Portion of the image to crop from the bottom. Returns: list: A new list of bounds with the bottom cropped. """ - degrees_chopped = 180 * percent_crop + degrees_chopped = 180 * crop_factor new_bottom_start = 90 - degrees_chopped - fov / 2 for i, el in reversed(list(enumerate(bound_arr))): if el > new_bottom_start + fov / 2: @@ -59,18 +63,18 @@ def _crop_bottom(bound_arr: list, fov: int, percent_crop: float) -> List[float]: return bound_arr -def _crop_top(bound_arr: list, fov: int, percent_crop: float) -> List[float]: +def _crop_top(bound_arr: list, fov: int, crop_factor: float) -> List[float]: """Returns a list of vertical bounds with the top cropped. Args: bound_arr (list): List of vertical bounds in ascending order. fov (int): Field of view of the camera. - percent_crop (float): Percent of the image to crop from the top. + crop_factor (float): Portion of the image to crop from the top. Returns: list: A new list of bounds with the top cropped. """ - degrees_chopped = 180 * percent_crop + degrees_chopped = 180 * crop_factor new_top_start = -90 + degrees_chopped + fov / 2 for i, el in enumerate(bound_arr): if el < new_top_start - fov / 2: @@ -86,22 +90,22 @@ def _crop_top(bound_arr: list, fov: int, percent_crop: float) -> List[float]: def _crop_bound_arr_vertical( - bound_arr: list, fov: int, percent_crop: Tuple[float, float, float, float] = (0.0, 0.0, 0.0, 0.0) + bound_arr: list, fov: int, crop_factor: Tuple[float, float, float, float] = (0.0, 0.0, 0.0, 0.0) ) -> list: """Returns a list of vertical bounds adjusted for cropping. Args: bound_arr (list): Original list of vertical bounds in ascending order. fov (int): Field of view of the camera. - percent_crop (Tuple[float, float, float, float]): Crop arr (top, bottom, left, right). + crop_factor (Tuple[float, float, float, float]): Crop arr (top, bottom, left, right). Returns: - list: _description_ + list: Cropped bound arr """ - if percent_crop[1] > 0: - bound_arr = _crop_bottom(bound_arr, fov, percent_crop[1]) - if percent_crop[0] > 0: - bound_arr = _crop_top(bound_arr, fov, percent_crop[0]) + if crop_factor[1] > 0: + bound_arr = _crop_bottom(bound_arr, fov, crop_factor[1]) + if crop_factor[0] > 0: + bound_arr = _crop_top(bound_arr, fov, crop_factor[0]) return bound_arr @@ -109,7 +113,7 @@ def generate_planar_projections_from_equirectangular( image_dir: Path, planar_image_size: Tuple[int, int], samples_per_im: int, - percent_crop: Tuple[float, float, float, float] = (0.0, 0.0, 0.0, 0.0), + crop_factor: Tuple[float, float, float, float] = (0.0, 0.0, 0.0, 0.0), ) -> Path: """Generate planar projections from an equirectangular image. @@ -117,25 +121,31 @@ def generate_planar_projections_from_equirectangular( image_dir: The directory containing the equirectangular image. planar_image_size: The size of the planar projections [width, height]. samples_per_im: The number of samples to take per image. - percent_crop: The percent of the image to crop from the (top, bottom, left, and right). + crop_factor: The portion of the image to crop from the (top, bottom, left, and right). + Values should be in [0, 1]. returns: The path to the planar projections directory. """ + for i in crop_factor: + if i < 0 or i > 1: + CONSOLE.print("[bold red] Invalid crop factor. All values must be in [0,1].") + sys.exit(1) + device = torch.device("cuda") fov = 120 yaw_pitch_pairs = [] left_bound, right_bound = -180, 180 - if percent_crop[3] > 0: - left_bound = -180 + 360 * percent_crop[3] - if percent_crop[2] > 0: - right_bound = 180 - 360 * percent_crop[2] + if crop_factor[3] > 0: + left_bound = -180 + 360 * crop_factor[3] + if crop_factor[2] > 0: + right_bound = 180 - 360 * crop_factor[2] if samples_per_im == 8: fov = 120 bound_arr = [-45, 0, 45] - bound_arr = _crop_bound_arr_vertical(bound_arr, fov, percent_crop) + bound_arr = _crop_bound_arr_vertical(bound_arr, fov, crop_factor) if bound_arr[1] is not None: for i in np.arange(left_bound, right_bound, 90): yaw_pitch_pairs.append((i, bound_arr[1])) @@ -148,7 +158,7 @@ def generate_planar_projections_from_equirectangular( elif samples_per_im == 14: fov = 110 bound_arr = [-45, 0, 45] - bound_arr = _crop_bound_arr_vertical(bound_arr, fov, percent_crop) + bound_arr = _crop_bound_arr_vertical(bound_arr, fov, crop_factor) if bound_arr[1] is not None: for i in np.arange(left_bound, right_bound, 60): yaw_pitch_pairs.append((i, bound_arr[1])) @@ -172,7 +182,6 @@ def generate_planar_projections_from_equirectangular( TimeRemainingColumn(elapsed_when_finished=True, compact=True), ) - curr_im = 0 with progress: for i in progress.track(os.listdir(frame_dir), description="", total=num_ims): if i.lower().endswith((".jpg", ".png", ".jpeg")): @@ -187,7 +196,6 @@ def generate_planar_projections_from_equirectangular( pers_image = (pers_image.permute(1, 2, 0)).type(torch.uint8).to("cpu").numpy() cv2.imwrite(f"{output_dir}/{i[:-4]}_{count}.jpg", pers_image) count += 1 - curr_im += 1 return output_dir diff --git a/nerfstudio/process_data/process_data_utils.py b/nerfstudio/process_data/process_data_utils.py index 2734883cb..14ae33662 100644 --- a/nerfstudio/process_data/process_data_utils.py +++ b/nerfstudio/process_data/process_data_utils.py @@ -103,7 +103,7 @@ def convert_video_to_images( video_path: Path, image_dir: Path, num_frames_target: int, - percent_crop: Tuple[float, float, float, float] = (0.0, 0.0, 0.0, 0.0), + crop_factor: Tuple[float, float, float, float] = (0.0, 0.0, 0.0, 0.0), verbose: bool = False, ) -> Tuple[List[str], int]: """Converts a video into a sequence of images. @@ -112,12 +112,17 @@ def convert_video_to_images( video_path: Path to the video. output_dir: Path to the output directory. num_frames_target: Number of frames to extract. - percent_crop: Percent of the image to crop. (top, bottom, left, right) + crop_factor: Portion of the image to crop. Should be in [0,1] (top, bottom, left, right) verbose: If True, logs the output of the command. Returns: A tuple containing summary of the conversion and the number of extracted frames. """ + for i in crop_factor: + if i < 0 or i > 1: + CONSOLE.print("[bold red]Error: Invalid crop factor. All crops must be in [0,1].") + sys.exit(1) + if video_path.is_dir(): CONSOLE.print(f"[bold red]Error: Video path is a directory, not a path: {video_path}") sys.exit(1) @@ -142,11 +147,11 @@ def convert_video_to_images( ffmpeg_cmd = f'ffmpeg -i "{video_path}"' crop_cmd = "" - if percent_crop != (0.0, 0.0, 0.0, 0.0): - height = 1 - percent_crop[0] - percent_crop[1] - width = 1 - percent_crop[2] - percent_crop[3] - start_x = percent_crop[2] - start_y = percent_crop[0] + if crop_factor != (0.0, 0.0, 0.0, 0.0): + height = 1 - crop_factor[0] - crop_factor[1] + width = 1 - crop_factor[2] - crop_factor[3] + start_x = crop_factor[2] + start_y = crop_factor[0] crop_cmd = f',"crop=w=iw*{width}:h=ih*{height}:x=iw*{start_x}:y=ih*{start_y}"' spacing = num_frames // num_frames_target @@ -411,25 +416,23 @@ def generate_circle_mask(height: int, width: int, percent_radius) -> Optional[np return mask -def generate_crop_mask( - height: int, width: int, percent_crop: Tuple[float, float, float, float] -) -> Optional[np.ndarray]: +def generate_crop_mask(height: int, width: int, crop_factor: Tuple[float, float, float, float]) -> Optional[np.ndarray]: """generate a crop mask of the given size. Args: height: The height of the mask. width: The width of the mask. - percent_crop: The percent of the image to crop in each direction [top, bottom, left, right]. + crop_factor: The percent of the image to crop in each direction [top, bottom, left, right]. Returns: The mask or None if no cropping is performed. """ - if np.all(np.array(percent_crop) == 0.0): + if np.all(np.array(crop_factor) == 0.0): return None - if np.any(np.array(percent_crop) < 0.0) or np.any(np.array(percent_crop) > 1.0): + if np.any(np.array(crop_factor) < 0.0) or np.any(np.array(crop_factor) > 1.0): CONSOLE.log("[bold red]Invalid crop percentage, must be between 0 and 1.") sys.exit(1) - top, bottom, left, right = percent_crop + top, bottom, left, right = crop_factor mask = np.zeros((height, width), dtype=np.uint8) top = int(top * height) bottom = int(bottom * height) @@ -440,20 +443,20 @@ def generate_crop_mask( def generate_mask( - height: int, width: int, percent_crop: Tuple[float, float, float, float], percent_radius: float + height: int, width: int, crop_factor: Tuple[float, float, float, float], percent_radius: float ) -> Optional[np.ndarray]: """generate a mask of the given size. Args: height: The height of the mask. width: The width of the mask. - percent_crop: The percent of the image to crop in each direction [top, bottom, left, right]. + crop_factor: The percent of the image to crop in each direction [top, bottom, left, right]. percent_radius: The radius of the circle as a percentage of the image diagonal size. Returns: The mask or None if no mask is needed. """ - crop_mask = generate_crop_mask(height, width, percent_crop) + crop_mask = generate_crop_mask(height, width, crop_factor) circle_mask = generate_circle_mask(height, width, percent_radius) if crop_mask is None: return circle_mask @@ -465,7 +468,7 @@ def generate_mask( def save_mask( image_dir: Path, num_downscales: int, - percent_crop: Tuple[float, float, float, float] = (0, 0, 0, 0), + crop_factor: Tuple[float, float, float, float] = (0, 0, 0, 0), percent_radius: float = 1.0, ) -> Optional[Path]: """Save a mask for each image in the image directory. @@ -473,7 +476,7 @@ def save_mask( Args: image_dir: The directory containing the images. num_downscales: The number of downscaling levels. - percent_crop: The percent of the image to crop in each direction [top, bottom, left, right]. + crop_factor: The percent of the image to crop in each direction [top, bottom, left, right]. percent_radius: The radius of the circle as a percentage of the image diagonal size. Returns: @@ -482,7 +485,7 @@ def save_mask( image_path = next(image_dir.glob("frame_*")) image = cv2.imread(str(image_path)) height, width = image.shape[:2] - mask = generate_mask(height, width, percent_crop, percent_radius) + mask = generate_mask(height, width, crop_factor, percent_radius) if mask is None: return None mask *= 255 diff --git a/scripts/process_data.py b/scripts/process_data.py index e2e40de03..570fda59e 100644 --- a/scripts/process_data.py +++ b/scripts/process_data.py @@ -292,8 +292,8 @@ class ProcessVideo: """ percent_radius_crop: float = 1.0 """Create circle crop mask. The radius is the percent of the image diagonal.""" - percent_crop: Tuple[float, float, float, float] = (0.0, 0.0, 0.0, 0.0) - """Percent of the image to crop. (top, bottom, left, right)""" + crop_factor: Tuple[float, float, float, float] = (0.0, 0.0, 0.0, 0.0) + """Portion of the image to crop. All values should be in [0,1]. (top, bottom, left, right)""" use_sfm_depth: bool = False """If True, export and use depth maps induced from SfM points.""" include_depth_debug: bool = False @@ -322,7 +322,7 @@ class ProcessVideo: self.data, image_dir=temp_image_dir, num_frames_target=self.num_frames_target, - percent_crop=(0.0, 0.0, 0.0, 0.0), + crop_factor=(0.0, 0.0, 0.0, 0.0), verbose=self.verbose, ) else: @@ -330,7 +330,7 @@ class ProcessVideo: self.data, image_dir=image_dir, num_frames_target=self.num_frames_target, - percent_crop=self.percent_crop, + crop_factor=self.crop_factor, verbose=self.verbose, ) @@ -343,7 +343,7 @@ class ProcessVideo: self.output_dir / "temp_images", perspective_image_size, self.images_per_equirect, - percent_crop=self.percent_crop, + crop_factor=self.crop_factor, ) # copy the perspective images to the image directory @@ -361,7 +361,7 @@ class ProcessVideo: mask_path = process_data_utils.save_mask( image_dir=image_dir, num_downscales=self.num_downscales, - percent_crop=(0.0, 0.0, 0.0, 0.0), + crop_factor=(0.0, 0.0, 0.0, 0.0), percent_radius=self.percent_radius_crop, ) if mask_path is not None: From 382ed853f2941393659ea85492f2ec27f166286a Mon Sep 17 00:00:00 2001 From: Dreek Fire Date: Thu, 9 Mar 2023 13:24:04 -0800 Subject: [PATCH 17/18] Replace default colormap option with turbo for single-channel output (#1568) replace default colormap option with turbo for single-channel output Co-authored-by: Matthew Tancik --- nerfstudio/viewer/app/src/reducer.js | 3 --- nerfstudio/viewer/server/viewer_utils.py | 4 +++- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/nerfstudio/viewer/app/src/reducer.js b/nerfstudio/viewer/app/src/reducer.js index d8335c80d..76a21fbb8 100644 --- a/nerfstudio/viewer/app/src/reducer.js +++ b/nerfstudio/viewer/app/src/reducer.js @@ -71,9 +71,6 @@ const initialState = { }; function setData(newState, state, path, data) { - if (path === 'colormap_options') { - newState.colormap_choice = 'default'; // eslint-disable-line no-param-reassign - } if (path.length === 1) { newState[path[0]] = data; // eslint-disable-line no-param-reassign } else { diff --git a/nerfstudio/viewer/server/viewer_utils.py b/nerfstudio/viewer/server/viewer_utils.py index 37580c7e1..79370b184 100644 --- a/nerfstudio/viewer/server/viewer_utils.py +++ b/nerfstudio/viewer/server/viewer_utils.py @@ -753,10 +753,12 @@ class ViewerState: if self.output_type_changed or self.prev_colormap_type is None: self.prev_colormap_type = ColormapTypes.DEFAULT colormap_options = [] + self.vis["renderingState/colormap_options"].write(list(ColormapTypes)) if outputs[reformatted_output].shape[-1] == 3: colormap_options = [ColormapTypes.DEFAULT] if outputs[reformatted_output].shape[-1] == 1 and outputs[reformatted_output].dtype == torch.float: - colormap_options = list(ColormapTypes) + self.prev_colormap_type = ColormapTypes.TURBO + colormap_options = list(ColormapTypes)[1:] self.output_type_changed = False self.vis["renderingState/colormap_choice"].write(self.prev_colormap_type) self.vis["renderingState/colormap_options"].write(colormap_options) From ba8f9b48a4f22922192ef8debf25195f75691bfb Mon Sep 17 00:00:00 2001 From: Matthew Tancik Date: Thu, 9 Mar 2023 13:29:13 -0800 Subject: [PATCH 18/18] Remove regex for export path (#1577) * Remove regex for export path * lint --- nerfstudio/viewer/server/viewer_utils.py | 7 ++----- 1 file changed, 2 insertions(+), 5 deletions(-) diff --git a/nerfstudio/viewer/server/viewer_utils.py b/nerfstudio/viewer/server/viewer_utils.py index 79370b184..919a247e4 100644 --- a/nerfstudio/viewer/server/viewer_utils.py +++ b/nerfstudio/viewer/server/viewer_utils.py @@ -21,7 +21,6 @@ from __future__ import annotations import asyncio import enum import os -import re import sys import threading import time @@ -351,10 +350,8 @@ class ViewerState: # set the data base dir self.vis["renderingState/data_base_dir"].write(str(self.datapath)) - # get the timestamp of the train run to set default export path name - timestamp_reg = re.compile("[0-9]{4}-[0-9]{2}-[0-9]{2}_[0-9]{6}") - timestamp_match = timestamp_reg.findall(str(self.log_filename.parents[0])) - self.vis["renderingState/export_path"].write(timestamp_match[-1]) + # set default export path name + self.vis["renderingState/export_path"].write(self.log_filename.parent.stem) # clear the current scene self.vis["sceneState/sceneBox"].delete()