10000 hmdb51 · GitHub Topics · GitHub

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hmdb51

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human-action-classification

dronefreak / human-action-classification

Human action classification system with pose-based (MediaPipe) and video-based (3D CNN) models. Features 100+ architectures for real-time pose classification and temporal models pretrained on UCF-101/HMDB51. Applications include autonomous vehicles, video surveillance, and action recognition research.

Updated Nov 21, 2025
Python

MichiganCOG / ViP

Video Platform for Action Recognition and Object Detection in Pytorch

Updated Sep 23, 2022
Python

kevin-ssy / Optical-Flow-Guided-Feature

Implementation Code of the paper Optical Flow Guided Feature, CVPR 2018

deep-learning motion-design action-recognition video-classification ucf101 hmdb51

Updated May 17, 2019
C++

bryanyzhu / Hidden-Two-Stream

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

real-time caffe video cnn optical-flow unsupervised-learning action-recognition ucf101 hmdb51

Updated Dec 20, 2017
C++

csiro-robotics / TCE

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

computer-vision deep-learning pytorch embeddings metric-learning representation-learning action-recognition hmdb51 contrastive-loss self-supervised-learning ucf-101 kinetics-datasets contrastive-learning tsne-visualisations

Updated Mar 16, 2021
Python

sjenni / temporal-ssl

Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.

tensorflow transfer-learning unsupervised-learning action-recognition c3d ucf101 hmdb51 self-supervised-learning

Updated Mar 18, 2021
Python

vra / action-recognition-using-3d-resnet

Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.

deep-learning cnn extract-features action-recognition ucf101 hmdb51 3d-resnet

Updated Nov 25, 2018
Python

pritamqu / CrissCross

[AAAI 2023 (Oral)] CrissCross: Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity

representation-learning action-recognition audioset dcase ucf101 hmdb51 sound-classification self-supervised-learning kinetics-datasets kinetics400 esc50

Updated Jul 11, 2023
Python

MSQNet

mondalanindya / MSQNet

Actor-agnostic Multi-label Action Recognition with Multi-modal Query [ICCVW '23]

action-recognition animal-behavior hmdb51 vision-and-language charades video-representation-learning vision-language vision-transformer zero-shot-classification

Updated Oct 20, 2023
Python

milkcat0904 / video-dataset-to-optical-flow

由视频数据集生成optical flow，frames，warped flow

optical-flow ucf101 hmdb51

Updated Dec 29, 2017
C++

wgcban / apt

PyTorch Implementation of Attention Prompt Tuning: Parameter-Efficient Adaptation of Pre-Trained Models for Action Recognition

computer-vision tuning-parameters video-understanding linear-probing hmdb51 ucf-101 something-something prompt-tuning adapter-tuning

Updated Mar 12, 2024
Python

pritamqu / XKD

[AAAI 2024] XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning.

ucf101 hmdb51 self-supervised-learning video-learning kinetics400

Updated Jul 9, 2024
Python

hmdb51-two-stream-action-recognition

giocoal / hmdb51-two-stream-action-recognition

Two-stream CNNs for Video Action Recognition using Stacked Optical Flow. Implemented in Keras on HMDB-51 dataset.

python opencv keras optical-flow action-recognition keras-tensorflow resnet-50 video-recognition hmdb51 two-stream hmdb two-stream-cnn

Updated Jul 4, 2023
Python

ahkarami / T3D

Temporal 3D ConvNet

activity-recognition pytorch kinetics action-recognition video-classification 3d-convolutional-network 3d-cnn ucf101 hmdb51 temporal-pooling temporal-3d-convnet temporal-transition-layer sports-1m

Updated Feb 13, 2018
Python

titania7777 / VideoFrameSampler

Salient Video Frames Sampling Method Using the Mean of Deep Features for Efficient Model Training (KIBME 2021)

pytorch video-analytics ucf101 hmdb51 activitynet efficient-training video-frame-sampler

Updated Apr 21, 2022
Python

LoreImbo / hmdb51-video-classification

Human Activity Recognition (HAR) using LRCN approach and MoveNet approach on HMDB-51 dataset

python deep-learning human-activity-recognition keras-tensorflow hmdb51

Updated Mar 16, 2023
Jupyter Notebook

Action_Recognition_Two_Stream_HMDB51

gianscuri / Action_Recognition_Two_Stream_HMDB51

Action Recognition using a two stream CNN architecture with Frames and Optical Flows. Realized using Keras on HMDB51 dataset.

computer-vision keras cnn action-recognition hmdb51

Updated May 17, 2023
Jupyter Notebook

John-Pinto / HMDB51_human_motion_recognition_pytorch

A project on video classification using PyTorch 2

deep-learning pytorch gradio video-classification hmdb51 huggingface pytorch-lightning lighning-fabric

Updated Apr 12, 2023
Jupyter Notebook

malswadi / skeleton-ucf-hmdb

This is the project repository for the research study "Skeleton-Split Framework using Spatial Temporal Graph Convolutional Networks for Action Recognition" presented by Motasem S. Alsawadi and Miguel Rio.

skeleton hmdb51 ucf-101

Updated Dec 7, 2021

reshalfahsi / action-recognition

Action Recognition Using CNN + Bidirectional RNN

computer-vision cnn pytorch video-processing action-recognition video-classification bidirectional-rnn hmdb51 mnasnet pytorch-lightning

Updated Jan 23, 2024
Jupyter Notebook

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