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actionclip

This is the official implement of paper "ActionCLIP: A New Paradigm for Action Recognition"

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

info-nce-pytorch

PyTorch implementation of the InfoNCE loss for self-supervised learning.

kinetics-dataset

ncg

strm

[CVPR 2022] Official Pytorch Implementation for "Spatio-temporal Relation Modeling for Few-shot Action Recognition". SOTA Results for Few-shot Action Recognition

trx

Temporal-Relational CrossTransformers (CVPR 2021)