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The Top 19 Deep Learning Video Understanding Open Source Projects

Open source projects categorized as Deep Learning Video Understanding
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Video Understanding
Mmaction2 ⭐ 3,647
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
dependent packages 1total releases 28most recent commit 3 months agopypi mmaction2} Downloads
Tsn Pytorch ⭐ 751
Temporal Segment Networks (TSN) in PyTorch
most recent commit 5 years ago
Actionvlad ⭐ 201
ActionVLAD for video action classification (CVPR 2017)
most recent commit 5 years ago
Movienet Tools ⭐ 174
Tools for movie and video research
most recent commit 2 years ago
Youtube 8m ⭐ 166
The 2nd place Solution to the Youtube-8M Video Understanding Challenge by Team Monkeytyping (based on tensorflow)
most recent commit 7 years ago
Phar ⭐ 150
deep learning sex position classifier
most recent commit 7 months ago
Video2tfrecord ⭐ 142
Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stored in the tfrecords.
most recent commit 2 years ago
I3d_finetune ⭐ 104
TensorFlow code for finetuning I3D model on UCF101.
most recent commit 6 years ago
Mmpd_rppg_dataset ⭐ 75
MMPD: Multi-Domain Mobile Video Physiology Dataset(EMBC2023 Oral)
most recent commit 3 months ago
Cater ⭐ 63
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning
most recent commit 3 years ago
Graph_distillation ⭐ 51
Graph Distillation for Action Detection
most recent commit 5 years ago
Pi Consistency Activity Detection ⭐ 26
End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]
most recent commit a year ago
Temporal Augmentation ⭐ 17
Temporal augmentation with two-stream ConvNet features on human action recognition
most recent commit 7 years ago
Ltcontext ⭐ 16
[ICCV 2023] How Much Temporal Long-Term Context is Needed for Action Segmentation?
most recent commit 5 months ago
Sst ⭐ 11
My implementation (PyTorch) for the paper SST: Single-Stream Temporal Action Proposals (http://vision.stanford.edu/pdf/buch2017cvpr.pdf).
most recent commit 4 years ago
Deepepisodicmemory ⭐ 10
Deep neural network architecture for representing robot experiences in an episodic-like memory which facilitates encoding, recalling, and predicting action experience - Research Project at KIT's High Performance Humanoids Technologies Lab (H2T)
most recent commit 6 years ago
Revisiting Spatial Temporal Layouts ⭐ 8
Codebase for "Revisiting spatio-temporal layouts for compositional action recognition" (Oral at BMVC 2021).
most recent commit 2 years ago
Tsb Gan ⭐ 6
Multi-Variate Temporal GAN for Large Scale Video Generation
most recent commit 3 years ago
Divafn ⭐ 6
[IEEE T-IP 2020] Deep Image-to-Video Adaptation and Fusion Networks for Action Recognition
most recent commit 4 months ago
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