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 (+47.06%)
Mutual labels: action-recognition, c3d, video-classification
GST-videoICCV 19 Grouped Spatial-Temporal Aggretation for Efficient Action Recognition
Stars: ✭ 40 (+17.65%)
Mutual labels: action-recognition, video-classification
MTL-AQAWhat and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]
Stars: ✭ 38 (+11.76%)
Mutual labels: action-recognition, c3d
TA3N[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)
Stars: ✭ 45 (+32.35%)
Mutual labels: action-recognition, video-classification
cpnetLearning Video Representations from Correspondence Proposals (CVPR 2019 Oral)
Stars: ✭ 93 (+173.53%)
Mutual labels: action-recognition, video-classification
MiCT-Net-PyTorchVideo Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone
Stars: ✭ 48 (+41.18%)
Mutual labels: action-recognition, video-classification
temporal-sslVideo Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.
Stars: ✭ 46 (+35.29%)
Mutual labels: action-recognition, c3d
Ican[BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection
Stars: ✭ 225 (+561.76%)
Mutual labels: action-recognition
gaitutilsExtract and visualize gait data
Stars: ✭ 28 (-17.65%)
Mutual labels: c3d
Ta3n[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)
Stars: ✭ 217 (+538.24%)
Mutual labels: action-recognition
sparsepropTemporal action proposals
Stars: ✭ 46 (+35.29%)
Mutual labels: action-recognition
Ig65m PytorchPyTorch 3D video classification models pre-trained on 65 million Instagram videos
Stars: ✭ 217 (+538.24%)
Mutual labels: action-recognition
Action recognition zooCodes for popular action recognition models, verified on the something-something data set.
Stars: ✭ 227 (+567.65%)
Mutual labels: action-recognition
R2Plus1D-C3DA PyTorch implementation of R2Plus1D and C3D based on CVPR 2017 paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition" and CVPR 2014 paper "Learning Spatiotemporal Features with 3D Convolutional Networks"
Stars: ✭ 54 (+58.82%)
Mutual labels: c3d
PaddlevideoComprehensive, latest, and deployable video deep learning algorithm, including video recognition, action localization, and temporal action detection tasks. It's a high-performance, light-weight codebase provides practical models for video understanding research and application
Stars: ✭ 218 (+541.18%)
Mutual labels: action-recognition
ActionvladActionVLAD for video action classification (CVPR 2017)
Stars: ✭ 217 (+538.24%)
Mutual labels: action-recognition
AttentionalpoolingactionCode/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"
Stars: ✭ 248 (+629.41%)
Mutual labels: action-recognition
temporal-binding-networkImplementation of "EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition, ICCV, 2019" in PyTorch
Stars: ✭ 95 (+179.41%)
Mutual labels: action-recognition