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Awesome GitHub RepositoriesParallel Visual Data Capture
High-throughput acquisition of RGBD and segmentation data using GPU parallelization.
Distinct from Parallel Data Transformation: Focuses on the capture of visual simulation data rather than generic parallel data transformation logic.
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Awesome Parallel Visual Data Capture GitHub Repositories
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- haosulab/maniskill
haosulab/ManiSkill
2,576Auf GitHub ansehenManiSkill is a GPU-accelerated robot simulation framework designed for training robotic manipulation skills, benchmarking learning algorithms, and generating synthetic datasets. It serves as a reinforcement learning environment where robot control policies can be developed and evaluated using parallelized physics and rendering on the GPU. The platform is distinguished by its ability to perform sim-to-real transfer, allowing policies trained in virtual environments to be deployed onto physical robotic hardware. It features ray-traced parallel rendering for producing high-frame-rate RGBD and se
Captures high-frame-rate RGBD and segmentation data using GPU parallelization for dataset generation.
Python3d-computer-visioncomputer-visionembodied-ai
