PyTorch Implementation of "Resource Efficient 3D Convolutional Neural Networks", codes and pretrained models.
☆818Dec 21, 2022Updated 3 years ago
Alternatives and similar repositories for Efficient-3DCNNs
Users that are interested in Efficient-3DCNNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 3D ResNets for Action Recognition (CVPR 2018)☆4,043Jan 20, 2021Updated 5 years ago
- A PyTorch implementation of EfficientNet☆178Mar 25, 2023Updated 3 years ago
- PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.☆1,235Dec 27, 2023Updated 2 years ago
- PyTorch implementation for 3D CNN models for medical image data (1 channel gray scale images).☆191Jul 24, 2022Updated 3 years ago
- [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding☆2,201Jul 11, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Video classification tools using 3D ResNet☆1,132Nov 23, 2018Updated 7 years ago
- 3D convolutional neural network for video classification☆277Jun 21, 2019Updated 6 years ago
- You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization☆908Oct 28, 2024Updated last year
- ☆15Oct 8, 2020Updated 5 years ago
- I3D and 3D-ResNets in PyTorch☆192Nov 21, 2018Updated 7 years ago
- [CVPR 2020] Temporal Pyramid Network for Action Recognition☆392Jan 12, 2021Updated 5 years ago
- Official PyTorch Implementation of paper EAN: Event Adaptive Network for Efficient Action Recognition https://arxiv.org/abs/2107.10771☆33Oct 24, 2023Updated 2 years ago
- Effective Video Augmentation Techniques for Training Convolutional Neural Networks☆414Feb 13, 2024Updated 2 years ago
- [Codes of paper]: PAN: Towards Fast Action Recognition via Learning Persistence of Appearance☆104Aug 12, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- PyTorch implementation of the R2Plus1D convolution based ResNet architecture described in the paper "A Closer Look at Spatiotemporal Conv…☆365May 21, 2020Updated 5 years ago
- PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.☆7,339Mar 16, 2026Updated last month
- VMZ: Model Zoo for Video Modeling☆1,053Jun 17, 2025Updated 10 months ago
- ☆1,045Jun 28, 2020Updated 5 years ago
- PyTorch Implementation of "Convolutional Neural Networks with Layer Reuse", codes and pretrained models.☆24May 2, 2019Updated 6 years ago
- Generation of 3D/ 2D attention maps for both classification and segmentation☆330Jul 17, 2025Updated 8 months ago
- Temporal Relation Networks☆791May 6, 2021Updated 4 years ago
- PyTorch 3D video classification models pre-trained on 65 million Instagram videos☆265Dec 7, 2019Updated 6 years ago
- An open-source toolbox for action understanding based on PyTorch☆1,876Apr 8, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Gate-Shift Networks for Video Action Recognition - CVPR 2020☆149Jun 19, 2020Updated 5 years ago
- Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101☆973Dec 7, 2020Updated 5 years ago
- Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet projec…☆2,200Nov 27, 2025Updated 4 months ago
- I3D Nonlocal ResNets in Pytorch☆257Mar 26, 2022Updated 4 years ago
- pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported☆455Jun 17, 2019Updated 6 years ago
- Video Representation Learning by Dense Predictive Coding. Tengda Han, Weidi Xie, Andrew Zisserman.☆254Oct 8, 2021Updated 4 years ago
- A curated list of action recognition and related area resources☆3,994May 13, 2023Updated 2 years ago
- Convolutional neural network model for video classification trained on the Kinetics dataset.☆1,830Sep 12, 2019Updated 6 years ago
- [AAAI 2020] Temporal Interlacing Network☆84Nov 25, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The Pytorch code of the TEA module (Temporal Excitation and Aggregation for Action Recognition)☆200Apr 4, 2022Updated 4 years ago
- Pytorch 3DNet attention feature map Visualization by [Cam](https://arxiv.org/abs/1512.04150); C3D, R3D, I3D, MF Net is support now!☆65Sep 18, 2020Updated 5 years ago
- Code release for "Convolutional Two-Stream Network Fusion for Video Action Recognition", CVPR 2016.☆716Sep 27, 2016Updated 9 years ago
- Inflated i3d network with inception backbone, weights transfered from tensorflow☆549May 23, 2024Updated last year
- [ECCV2020] Learn optimal resolution and skipping mechanism for efficient video understanding☆63Aug 17, 2020Updated 5 years ago
- Motion Fused Frames implementation in PyTorch, codes and pretrained models.☆132Aug 30, 2024Updated last year
- PyTorch implementation of two-stream networks for video action recognition☆582Dec 22, 2020Updated 5 years ago