MiCT-Net-PyTorchVideo Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone
Stars: ✭ 48 (+20%)
Mutual labels: action-recognition, video-classification
cpnetLearning Video Representations from Correspondence Proposals (CVPR 2019 Oral)
Stars: ✭ 93 (+132.5%)
Mutual labels: action-recognition, video-classification
C3D-tensorflowAction recognition with C3D network implemented in tensorflow
Stars: ✭ 34 (-15%)
Mutual labels: action-recognition, video-classification
TA3N[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)
Stars: ✭ 45 (+12.5%)
Mutual labels: action-recognition, video-classification
conv3d-video-action-recognitionMy experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves result…
Stars: ✭ 50 (+25%)
Mutual labels: action-recognition, video-classification
Two-Stream-CNNTwo Stream CNN implemented in Keras using in skeleton-based action recognition with dataset NTU RGB+D
Stars: ✭ 75 (+87.5%)
Mutual labels: action-recognition
Dataset-REPAIRREPresentAtion bIas Removal (REPAIR) of datasets
Stars: ✭ 49 (+22.5%)
Mutual labels: action-recognition
pushup-counter-appCount pushups from video/webcam. Tech stack: Keypoint detection, BlazePose, action recognition.
Stars: ✭ 48 (+20%)
Mutual labels: action-recognition
UAV-Human[CVPR2021] UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles
Stars: ✭ 122 (+205%)
Mutual labels: action-recognition
ntu-xNTU-X, which is an extended version of popular NTU dataset
Stars: ✭ 55 (+37.5%)
Mutual labels: action-recognition
TadTREnd-to-end Temporal Action Detection with Transformer. [Under review for a journal publication]
Stars: ✭ 55 (+37.5%)
Mutual labels: action-recognition
sanThe official PyTorch implementation of "Context Matters: Self-Attention for sign Language Recognition"
Stars: ✭ 17 (-57.5%)
Mutual labels: action-recognition
keras-deep-learningVarious implementations and projects on CNN, RNN, LSTM, GAN, etc
Stars: ✭ 22 (-45%)
Mutual labels: video-classification
Pose2vecA Repository for maintaining various human skeleton preprocessing steps in numpy and tensorflow along with tensorflow model to learn pose embeddings.
Stars: ✭ 25 (-37.5%)
Mutual labels: action-recognition
pose2actionexperiments on classifying actions using poses
Stars: ✭ 24 (-40%)
Mutual labels: action-recognition
theWorldInSafetySurveillance System Against Violence
Stars: ✭ 31 (-22.5%)
Mutual labels: action-recognition
Robust-Deep-Learning-PipelineDeep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)
Stars: ✭ 20 (-50%)
Mutual labels: action-recognition
TCFPN-ISBATemporal Convolutional Feature Pyramid Network (TCFPN) & Iterative Soft Boundary Assignment (ISBA), CVPR '18
Stars: ✭ 40 (+0%)
Mutual labels: action-recognition
synse-zslOfficial PyTorch code for the ICIP 2021 paper 'Syntactically Guided Generative Embeddings For Zero Shot Skeleton Action Recognition'
Stars: ✭ 14 (-65%)
Mutual labels: action-recognition