Dive Into Deep Learning with Pytorch
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[CVPR 2019] Efficient Online Multi-Person 2D Pose Tracking with Recurrent Spatio-Temporal Affinity Fields
Real-time detect and track 2D poses of multiple people at 30 fps on a single GPU.
[CVPR 2017] OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
An efficient method for Realtime Multi-Person 2D Pose Estimation with an excellent implementation
[CVPR 2019] Pose2Seg: Detection Free Human Instance Segmentation
A brand-new pose-based human instance segmentation which separates instances based on human pose, rather than proposal region …
[NIPS 2012] AlexNet: Review and Implementation
Paper review and implementation of AlexNet - The Winner of ILSVRC 2012