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Projects in Awesome Lists tagged with video-classification

A curated list of projects in awesome lists tagged with video-classification .

https://github.com/opengvlab/internvl

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

gpt gpt-4o gpt-4v image-classification image-text-retrieval llm multi-modal semantic-segmentation video-classification vision-language-model vit-22b vit-6b

Last synced: 12 May 2025

https://github.com/OpenGVLab/InternVL

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

gpt gpt-4o gpt-4v image-classification image-text-retrieval llm multi-modal semantic-segmentation video-classification vision-language-model vit-22b vit-6b

Last synced: 16 Mar 2025

https://github.com/HHTseng/video-classification

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

action-recognition cnn lstm pytorch-tutorial resnet rnn transfer-learning ucf101 video-classification

Last synced: 06 Apr 2025

https://github.com/huaizhengzhang/awsome-deep-learning-for-video-analysis

Papers, code and datasets about deep learning and multi-modal learning for video analysis

deep-learning machine-learning multimodal-learning paper video-analysis video-classification video-dataset

Last synced: 04 Mar 2025

https://github.com/HuaizhengZhang/Awsome-Deep-Learning-for-Video-Analysis

Papers, code and datasets about deep learning and multi-modal learning for video analysis

deep-learning machine-learning multimodal-learning paper video-analysis video-classification video-dataset

Last synced: 20 Mar 2025

https://github.com/lucidrains/timesformer-pytorch

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

artificial-intelligence attention-mechanism deep-learning transformers video-classification

Last synced: 16 May 2025

https://github.com/lucidrains/TimeSformer-pytorch

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

artificial-intelligence attention-mechanism deep-learning transformers video-classification

Last synced: 23 Nov 2024

https://github.com/cmhungsteve/ta3n

[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

action-recognition cvpr2019 domain-adaptation domain-discrepancy iccv2019 pytorch temporal-dynamics video video-classification video-da-datasets

Last synced: 12 Apr 2025

https://github.com/cmhungsteve/TA3N

[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

action-recognition cvpr2019 domain-adaptation domain-discrepancy iccv2019 pytorch temporal-dynamics video video-classification video-da-datasets

Last synced: 02 Apr 2025

https://github.com/alibaba-mmai-research/TAdaConv

[ICLR 2022] TAda! Temporally-Adaptive Convolutions for Video Understanding. This codebase provides solutions for video classification, video representation learning and temporal detection.

action-localization action-recognition pytorch self-supervised-learning tadaconv video-classification video-understanding

Last synced: 29 Apr 2025

https://github.com/kevin-ssy/optical-flow-guided-feature

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

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

Last synced: 19 Dec 2024

https://github.com/eriklindernoren/action-recognition

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

action-recognition pytorch video-classification

Last synced: 28 Apr 2025

https://github.com/eriklindernoren/Action-Recognition

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

action-recognition pytorch video-classification

Last synced: 07 Apr 2025

https://github.com/lucidrains/stam-pytorch

Implementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification

artificial-intelligence attention-mechanism deep-learning transformers video-classification

Last synced: 19 Dec 2024

https://github.com/lucidrains/uniformer-pytorch

Implementation of Uniformer, a simple attention and 3d convolutional net that achieved SOTA in a number of video classification tasks, debuted in ICLR 2022

3d-convolutional-network artificial-intelligence attention-mechanism deep-learning transformers video-classification

Last synced: 14 Apr 2025

https://github.com/yidadaa/pytorch-video-classification

Make video classification on UCF101 using CNN and RNN based on Pytorch framework.

pytorch video-classification

Last synced: 30 Apr 2025

https://github.com/karolzak/conv3d-video-action-recognition

My 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 results similar to those reported by authors

action-recognition c3d conv3d deep-learning keras keras-implementations machine-learning pipe sports-1m tensorflow ucf101 video-classification video-processing video-recognition

Last synced: 08 May 2025

https://github.com/pomonam/attentioncluster

TensorFlow Implementation of "Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification".

attention attention-clusters video-classification

Last synced: 17 Dec 2024

https://github.com/pomonam/learnablepoolingmethods

TensorFlow Implementation of "Learnable Pooling Methods for Video Classification".

eccv netvlad video-classification youtube-8m

Last synced: 17 Dec 2024

https://github.com/sanket-poojary-03/fine-tuning-vivit

Python script to fine tune Open source Video Vision Transformer (ViVit) using HuggingFace Trainer Library

deep-learning fine-tuning huggingface huggingface-transformers pretrained-models python pytorch video-classification vision-transformer vivit

Last synced: 18 Mar 2025

https://github.com/amilworks/3d-xception

Facebook DeepFake Detection Challenge: PyTorch 3D Xception Network for Video Classification

computer-vision docker facebook image-processing machine-learning pytorch video-classification video-processing

Last synced: 10 Apr 2025

https://github.com/liaoyanqing666/cnn_lstm_video_classification

CNN-LSTM暴力视频鉴别，CNN-LSTM Violent video identification

cnn cnn-lstm lstm pytorch video-classification

Last synced: 23 Mar 2025

https://github.com/matin-ghorbani/video-classification-transformers

Implement a video classification using transformers

deep-learning tensorflow transformers video-classification

Last synced: 28 Jan 2025

https://github.com/okyksl/action-classification

Action classification using small UCF11 dataset

deep-learning video-classification

Last synced: 14 Mar 2025

https://github.com/sathyasris27/automated-crime-detection

A crime detection and campus management system that helps in the detection, classification and subsequent mitigation of crimes occurring in a region of surveillance.

3d-cnn android capsule-networks computer-vision opencv slow-fusion video-classification

Last synced: 27 Feb 2025

https://github.com/cserajdeep/video-classification

Video Classification of the UCF50 - Action Recognition Dataset

action-recognition keras python tensorflow ucf-50 video-classification

Last synced: 27 Mar 2025

https://github.com/borisshapa/video-classification

Different approaches to video classification on Youtube Videos Dataset using pre-trained embeddings for frames.

clip cv video-classification video-embedding

Last synced: 04 Mar 2025

https://github.com/jersongb22/computervision

Links to my repositories with a wide variety of Computer Vision models using CNNs, Transfer Learning, and Vision Transformer with TensorFlow, PyTorch, Hugging Face and Ultralytics.

cnn computer-vision convnextv2 efficientnetv2 hugging-face image-captioning image-classification image-segmentation lenet-5 object-detection opencv plotly python pytorch scikit-learn tensorflow ultralytics video-classification vision-transformer yolo11

Last synced: 27 Mar 2025

https://github.com/yasharmaster/motion-influence-map-in-mapreduce

Implementation of Motion Influence Map Technique for Video Classification in Apache Spark's Map Reduce Framework.

mapreduce motion-influence-map python spark video-classification

Last synced: 13 Mar 2025

https://github.com/tg1482/mri-brain-tumor-detection

Repo containing code for EfficientNet3D implementation of 3D-CNN for brain tumor detection for Kaggle competition hosted in the summer of 2021

ai cnn deep-learning medical-image-analysis video-classification

Last synced: 28 Feb 2025

https://github.com/pilarcode/action-recognition-in-videos

Action Recognition (dance styles) in videos.

multi-class-classification video-classification

Last synced: 28 Feb 2025

https://github.com/shakthirekak11/deepfake-detection-using-graph-convolutional-networks

🤖 Deepfake detection using Graph Convolutional Networks (GCNs) to analyze facial landmark graphs. Combines computer vision, graph-based learning, and facial geometry for robust media forensics.

cnn deep-learning deepfake-detection face-detection facial-landmarks graph-convolutional-networks keras-tensorflow opencv-python python pytorch transfer-learning video-classification

Last synced: 12 May 2025