3D-ResNets-PyTorch
Action recognizer
PyTorch implementation of 3D ResNets for action recognition in video data
3D ResNets for Action Recognition (CVPR 2018)
4k stars
58 watching
932 forks
Language: Python
last commit: about 4 years ago
Linked from 2 awesome lists
action-recognitioncomputer-visiondeep-learningpythonpytorchvideo-recognition
bharathgs/awesome-pytorch-list
jinwchoi/awesome-action-recognitionRelated projects:
| Repository | Description | Stars |
|---|---|---|
 leoxiaobin/deep-high-resolution-net.pytorch | An implementation of a deep learning network for human pose estimation using high-resolution representations | 4,354 |
 jwyang/faster-rcnn.pytorch | An object detection implementation built on top of PyTorch, supporting multi-image batch training and multiple GPUs. | 7,721 |
 facebookresearch/pytorch3d | A deep learning library for 3D data processing and computer vision research using PyTorch | 8,889 |
 junfu1115/danet | A deep learning framework designed to segment scenes from images by integrating local features with global dependencies using self-attention mechanisms. | 2,414 |
 rbgirshick/rcnn | A visual object detection system that combines region proposals with neural network features to improve detection performance. | 2,381 |
 clovaai/stargan-v2 | A Python implementation of an image-to-image translation model for generating diverse images across multiple domains. | 3,513 |
 sanghyun-son/edsr-pytorch | Provides a PyTorch implementation of single image super-resolution | 2,457 |
 benedekrozemberczki/pytorch_geometric_temporal | A PyTorch extension for building temporal graph neural networks with support for recurrent and attention-based models | 2,694 |
 cszn/kair | Image restoration toolbox with training and testing codes for various deep learning-based methods | 2,994 |
 kaiminghe/deep-residual-networks | Original models for deep residual networks as described in a 2015 research paper, implemented using Caffe. | 6,462 |
 mks0601/3dmppe_posenet_release | A PyTorch implementation of a deep learning model for 3D multi-person pose estimation from a single RGB image | 825 |
 matterport/mask_rcnn | An implementation of object detection and instance segmentation using a Feature Pyramid Network (FPN) backbone. | 24,770 |
 timesler/facenet-pytorch | This project provides pre-trained PyTorch models for face detection and recognition tasks. | 4,611 |
 yunjey/stargan | Develops a unified generative model to translate images across multiple domains using a single network architecture. | 5,236 |
 diego999/pygat | An implementation of the Graph Attention Network model using PyTorch. | 2,935 |