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🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python 58,714 5,974 Updated Aug 24, 2024

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

HTML 71,188 15,108 Updated Feb 18, 2025

Learn OpenCV : C++ and Python Examples

Jupyter Notebook 21,622 11,658 Updated Feb 21, 2025

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

Jupyter Notebook 5,447 2,671 Updated Aug 19, 2024

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Jupyter Notebook 12,637 3,594 Updated Jan 7, 2025

[ICLR2022] official implementation of UniFormer

Python 846 112 Updated Mar 29, 2024

The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"

Python 1,626 225 Updated Apr 9, 2024

[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

Python 442 97 Updated Aug 20, 2024

[TMM 2022] Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation

Python 338 37 Updated Mar 8, 2024

Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits

Python 73 12 Updated Dec 8, 2022

Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders

Python 6 3 Updated May 3, 2022

Code for "Bodily expressed emotion understanding through integrating Laban movement analysis"

3 Updated Aug 29, 2023

[CVPR 2023] Code for "Learning Emotion Representations from Verbal and Nonverbal Communication"

Python 45 7 Updated Feb 19, 2025

[IEEE FG2021] PyTorch code for paper titled "Leveraging Semantic Scene Characteristics and Multi-Stream Convolutional Architectures in a Contextual Approach for Video-Based Visual Emotion Recogniti…

Python 16 1 Updated Dec 24, 2023

Code for the BEEU challenge winning paper.

Python 21 3 Updated Sep 5, 2022

Convolutional neural network model for video classification trained on the Kinetics dataset.

Python 1,770 468 Updated Sep 12, 2019

A fork of Caffe with OpenMPI-based Multi-GPU (mainly data parallel) support for action recognition and more. More documentation please see the original readme.

C++ 551 153 Updated Jul 17, 2018

Code & Models for Temporal Segment Networks (TSN) in ECCV 2016

Python 1,548 475 Updated Oct 27, 2020

Using two stream architecture to implement a classic action recognition method on UCF101 dataset

Python 866 249 Updated Oct 14, 2019

This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.

Python 240 76 Updated Jan 22, 2021

The aim of this work is to recognize the six emotions (happiness, sadness, disgust, surprise, fear and anger) based on human facial expressions extracted from videos. To achieve this, we are consid…

Python 281 113 Updated Sep 2, 2020

Gluon CV Toolkit

Python 5,864 1,212 Updated Nov 25, 2024

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 139,969 28,072 Updated Feb 22, 2025

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

HTML 12,489 2,944 Updated Oct 19, 2024