perception topic

List perception repositories

form2fit

81
Stars
23
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[ICRA 2020] Train generalizable policies for kit assembly with self-supervised dense correspondence learning.

Synthesize3DviaDepthOrSil

163
Stars
31
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[CVPR 2017] Generation and reconstruction of 3D shapes via modeling multi-view depth maps or silhouettes

JPerceiver

73
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8
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[ECCV 2022]JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes

mediapipe

27.2k
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5.1k
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497
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Cross-platform, customizable ML solutions for live and streaming media.

pylot

439
Stars
126
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Modular autonomous driving platform running on the CARLA simulator and real-world vehicles.

LAV

384
Stars
64
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(CVPR 2022) A minimalist, mapless, end-to-end self-driving stack for joint perception, prediction, planning and control.

vision3d

198
Stars
48
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Research platform for 3D object detection in PyTorch.

Teach-Repeat-Replan

884
Stars
240
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Teach-Repeat-Replan: A Complete and Robust System for Aggressive Flight in Complex Environments

PeopleSansPeople

296
Stars
33
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Unity's privacy-preserving human-centric synthetic data generator

Robotics-Object-Pose-Estimation

268
Stars
71
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A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulate...