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A curated list of action recognition and related area resources
awesome activity-recognition video-processing awesome-list object-recognition action-recognition video-understanding activity-understanding pose-estimation action-detection video-recognition action-classification
3D ResNets for Action Recognition (CVPR 2018)
Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video tagging and sport action detection.
ava youtube-8m action-recognition video-understanding action-detection tsm video-recognition activitynet tsn bmn action-localization temporal-action-detection slowfast st-gcn kinetics400 actbert pp-tsm videotag t2vlad
This is an official implementation for "Video Swin Transformers".
Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain
nlp machine-learning deep-learning neural-network artificial-intelligence transformer image-captioning video-recognition multimodal-learning multitask-learning
Detects license plate of car and recognizes its characters
machine-learning image-recognition video-recognition license-plate-recognition license-plate-detection
AutoVideo: An Automated Video Action Recognition System
MoViNets PyTorch implementation: Mobile Video Networks for Efficient Video Recognition;
Human action classification system with pose-based (MediaPipe) and video-based (3D CNN) models. Features 100+ architectures for real-time pose classification and temporal models pretrained on UCF-101/HMDB51.
computer-vision deep-learning pytorch convolutional-neural-networks transfer-learning pose-estimation video-classification video-recognition human-action-recognition hmdb51 video-analysis ucf-101 r2plus1d mobilenetv3 mediapipe pose-classification video-classification-models timm real-time-inference r3d-18
PyTorch implementation of Non-Local Neural Networks (https://arxiv.org/pdf/1711.07971.pdf)
【AAAI'2023 & IJCV】Transferring Vision-Language Models for Visual Recognition: A Classifier Perspective
GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition?
visual-recognition video-recognition point-cloud-classification prompt-engineering gpt-4-vision-preview
【CVPR'2023】Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models
action-recognition video-understanding video-recognition cross-modal-learning video-language-understanding
YAPO e+ - Yet Another Porn Organizer (extended)
tagging scene-recognition porn auto-tagging video-organizer actor-library video-library video-tagging video-recognition video-hashing pornography auto-tagger video-dupes porn-organizer actor-tagging porn-scraper actor-scraper pornstar-scraper porn-star-scraper scene-scraper
3D ResNets for Action Recognition
[NeurIPS 2023] Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective
generative-model transfer-learning action-recognition video-recognition domain-adaptation sequential-vae
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning
[Neurocomputing 2019] Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion
fast journal video efficiency keyframe robust accuracy action-recognition hand-gestures video-classification video-recognition hand-gesture-recognition action-classification feature-fusion neurocomputing key-frames-extraction
WACV 2024 Papers: Discover cutting-edge research from WACV 2024, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!
visualization machine-learning computer-vision robotics biometrics image-recognition face-recognition low-level datasets autonomous-driving gesture-recognition video-recognition generative-models image-understanding adversarial-attacks 3d-computer-vision wacv vision-transformer 3d-sensor wacv2024
PyTorch Implementation on Paper [CVPR2021]Distilling Audio-Visual Knowledge by Compositional Contrastive Learning
pytorch video-recognition distillation audio-visual-learning contrastive-learning cvpr2021 compositional-contrastive-learning audio-teacher-models multi-modal-distillation
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