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Description
Changes introduced in the new H3 dataset hot3d breaks their compatibility with some existing utility scripts (unrelated to evaluation). The two main causes are:
- file structure: hot3d scene annotations are done per stream (rgb, gray1, etc.) and the scene camera format has changed (classic datasets -> "cam_K", hot3d -> "cam_model")
- camera model: New dataset Hot3d includes fisheye camera images, which can be handled with the hand tracking toolkit camera model and rasterizer.
Candidates scripts for update:
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annotation_tools: file structure, relies on depth data (not present in HOT3d and HANDAL), assumes pinhole model(cf Scripts not compatible with H3 datasets #137 (comment)) - calc_gt_distribution: file structure, add stream choice
- calc_gt_masks: file structure, relies on depth data
- calc_gt_info: file structure, relies on depth data
- crop_image_and_gt: file structure, assumes pinhole model
- enumerate_test_targets: file structure
- render_train_imgs: file structure, assume pinhole camera
- subsample_dataset: file structure
- vis_gt_poses: file structure, assumes pinhole type rasterizer (we need to switch to
bop_toolkit_lib/renderer_htt.pyfor hot3d). - vis_est_poses: same as vis_gt_poses
- vis_object_symmetries: file structure, pinhole camera stored in dataset folder (could replace by a user defined cam with reasonable defaults).
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