jinwchoi / awesome-action-recognition

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.

opencv deep-learning neural-network tensorflow preprocessor optical-flow video-understanding tensorflow-tfrecords

Updated Mar 30, 2020
Python

USTC-Video-Understanding / I3D_Finetune

Star

TensorFlow code for finetuning I3D model on UCF101.

deep-learning cnn action-recognition video-understanding i3d

Updated Jun 15, 2018
Python

open-mmlab / mmaction2

Star

OpenMMLab's Next Generation Action Understanding Toolbox and Benchmark

pytorch action-recognition video-understanding temporal-action-localization

Updated Jul 15, 2020
Python

cmhungsteve / SSTDA

Star

[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)

video pytorch video-understanding domain-adaptation self-supervised-learning action-segmentation domain-discrepancy temporal-dynamics cvpr2020

Updated Jul 10, 2020
Python

WuJie1010 / Awesome-Temporally-Language-Grounding

Star

A curated list of “Temporally Language Grounding” and related area

video-understanding temporal-activity-localization language-grounding charades activitynet-captions temporal-language-grounding

Updated Nov 28, 2019

TwentyBN / smth-smth-v2-baseline-with-models

Star

Contains code and pretrained models to get you started with a baseline on version 2 of "something-something" dataset

deep-learning pytorch video-understanding commonsense-reasoning something-something

Updated Oct 26, 2019
Jupyter Notebook

TwentyBN / something-something-v2-baseline

Star

Contains code to get you started with a baseline on version 2 of "something-something" dataset

deep-learning pytorch video-understanding commonsense-reasoning

Updated Oct 29, 2018
Jupyter Notebook

WuJie1010 / Temporally-language-grounding

Star

A Pytorch implemention for some state-of-the-art models for" Temporally Language Grounding in Untrimmed Videos"

video-understanding temporal-activity-localization language-grounding charades activitynet-captions temporal-language-grounding

Updated Sep 21, 2019
Python

vt-vl-lab / SDN

Star

[NeurIPS 2019] Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition

activity-recognition representation-learning action-recognition video-understanding debiasisng

Updated Jan 31, 2020
Python

google / graph_distillation

Star

Graph Distillation for Action Detection

deep-learning transfer-learning video-understanding action-detection multimodal

Updated Jul 15, 2019
Python

rohitgirdhar / CATER

Star

Open

clarify install instructions

williamFalcon commented Oct 23, 2019

It's not clear how to install for generation purposes. The instructions say: "all CLEVR requirements" but that doesn't really work because the CLEVR repo also doesn't have clear instructions.

Would be better to list in detail how to install or provide an install script.

JunweiLiang / Multiverse

Star

Dataset, code and model for the CVPR'20 paper "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction"

computer-vision video-understanding 3d-simulation trajectory-prediction trajectory-prediction-benchmark

Updated Jul 15, 2020
Python

fabienbaradel / glimpse_clouds

Star

Pytorch implementation of the paper "Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points", F. Baradel, C. Wolf, J. Mille , G.W. Taylor, CVPR 2018

computer-vision activity-recognition video-understanding cvpr2018

Updated Dec 5, 2019
Python

haofeixu / rdn4depth

Star

Region Deformer Networks for Unsupervised Depth Estimation from Unconstrained Monocular Videos, IJCAI 2019

video-understanding depth-estimation region-deformer-networks motion-representation bicubic-function

Updated May 13, 2019
Python

wangqingbaidu / CV-Datasets

Star

Collection of open datasets in computer vision.

computer-vision datasets video-understanding video-action-recognition image-understanding

Updated Jun 9, 2018

chihyaoma / temporal-augmentation

Star

Temporal augmentation with two-stream ConvNet features on human action recognition

deep-learning recurrent-neural-networks convolutional-neural-networks torch7 action-recognition video-understanding

Updated Apr 3, 2017
Lua

video-understanding

Here are 42 public repositories matching this topic...

jinwchoi / awesome-action-recognition

open-mmlab / mmaction

yjxiong / temporal-segment-networks

mit-han-lab / temporal-shift-module

yjxiong / tsn-pytorch

yjxiong / action-detection

chihyaoma / Activity-Recognition-with-CNN-and-RNN

yoosan / video-understanding-dataset

rohitgirdhar / ActionVLAD

wangheda / youtube-8m

TheShadow29 / awesome-grounding

NVlabs / STEP

fabienbaradel / object_level_visual_reasoning

chinancheng / awesome-activity-prediction

ferreirafabio / video2tfrecord

USTC-Video-Understanding / I3D_Finetune

open-mmlab / mmaction2

cmhungsteve / SSTDA

WuJie1010 / Awesome-Temporally-Language-Grounding

TwentyBN / smth-smth-v2-baseline-with-models

TwentyBN / something-something-v2-baseline

WuJie1010 / Temporally-language-grounding

vt-vl-lab / SDN

google / graph_distillation

rohitgirdhar / CATER

clarify install instructions

JunweiLiang / Multiverse

fabienbaradel / glimpse_clouds

haofeixu / rdn4depth

wangqingbaidu / CV-Datasets

chihyaoma / temporal-augmentation

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