Open serizawa-04013958 opened 1 month ago
3DGS implementation only supports simple pinhole camera model for now, to convert the dataset to simple pinhole camera model, install colmap CLI and follow these steps:
$ DATASET_PATH=/path/to/dataset
$ colmap feature_extractor \ --database_path $DATASET_PATH/database.db \ --image_path $DATASET_PATH/images
$ colmap exhaustive_matcher \ --database_path $DATASET_PATH/database.db
$ mkdir $DATASET_PATH/sparse
$ colmap mapper \ --database_path $DATASET_PATH/database.db \ --image_path $DATASET_PATH/images \ --output_path $DATASET_PATH/sparse
$ mkdir $DATASET_PATH/dense
$ colmap image_undistorter \ --image_path $DATASET_PATH/images \ --input_path $DATASET_PATH/sparse/0 \ --output_path $DATASET_PATH/dense \ --output_type COLMAP \ --max_image_size 2000
For more details refer to:
https://colmap.github.io/cli.html
Hello, thank you for your great work. I'd like to train your code by candlefiat, I faced below errors. do you know how to use training dataset?
`Output folder: /cig/common06nb/deserizk/HDRSplat/output/candlefiat Optimizing /cig/common06nb/deserizk/HDRSplat/output/candlefiat /cig/common06nb/deserizk/archive/rawnerf/scenes/candlefiat/sparse [16/10 15:35:51] demosaic [16/10 15:35:51]
Reading camera 1/52Traceback (most recent call last): File "/cig/common06nb/deserizk/HDRSplat/train.py", line 352, in
training(lp.extract(args), op.extract(args), pp.extract(args), args.render_iterations, args.test_iterations, args.save_iterations, args.checkpoint_iterations, args.start_checkpoint, args.debug_from)
File "/cig/common06nb/deserizk/HDRSplat/train.py", line 62, in training
scene = Scene(dataset, gaussians)
File "/cig/common06nb/deserizk/HDRSplat/scene/init.py", line 52, in init
scene_info = self.callback["Colmap"](args.source_path, args.images, args.eval, "demosaic", args.denoise_method)
File "/cig/common06nb/deserizk/HDRSplat/scene/dataset_readers_raw.py", line 202, in readColmapSceneInfo
cam_infos_unsorted = readColmapCameras(cam_extrinsics=cam_extrinsics, cam_intrinsics=cam_intrinsics, images_folder=os.path.join(path, reading_img_dir), raw_folder=os.path.join(path, reading_raw_dir),scene_path=path, denoise_method=denoise_method)
File "/cig/common06nb/deserizk/HDRSplat/scene/dataset_readers_raw.py", line 125, in readColmapCameras
assert False, "Colmap camera model not handled: only undistorted datasets (PINHOLE or SIMPLE_PINHOLE cameras) supported!"
AssertionError: Colmap camera model not handled: only undistorted datasets (PINHOLE or SIMPLE_PINHOLE cameras) supported!`