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Render synthetic depth maps of LineMod dataset and GraspNet dataset.

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Jhonve/ObjsDepthRender

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ObjsDepthRender

Render synthetic depth maps for preprocessed LineMOD and GraspNet datasets.

Prerequisites

  • Windows or Ubuntu Desktop (Offscreen rendering is waiting for update...)
  • Python 3

Requirements

  • open3d
  • numpy, h5py, opencv-python, scipy, matplotlib

Usage

Generate rendered depth maps and RGB images in batches:

# for preprocessed linemod
python scene_render.py --dataset linemod --root_path $your_path_to_original_dataset_root --output_path $your_output_dir --output_width 640 --output_height 480

# for graspnet (realsense or kinect)
python scene_render.py --dataset graspnet --camera realsense --root_path $your_path_to_original_dataset_root --output_path $your_output_dir --output_width 1280 --output_height 720

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Render synthetic depth maps of LineMod dataset and GraspNet dataset.

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