ucf101
Here are 39 public repositories matching this topic...
Implemented a CNN-LSTM Action Recognizer for dynamic motion analysis, integrating convolutional and recurrent neural networks to efficiently recognize and classify actions in video data of UCF101 dataset.
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Dec 22, 2023 - Jupyter Notebook
Computer Vision: African Motion Content Network
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Nov 21, 2017 - Python
This project builds a video classification model using CNNs for spatial feature extraction and RNNs for temporal sequence modeling. Utilizing the UCF101 dataset, it covers data preprocessing, feature extraction, model training, and evaluation, providing a comprehensive approach to action recognition in videos.
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May 21, 2024 - Jupyter Notebook
PyTorch implementation for "Gated Transfer Network for Transfer Learning"
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Jun 3, 2019 - Python
Using two stream architecture to implement a classic action recognition method on UCF101 dataset
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Apr 8, 2019 - Python
Implemented Kernel SVM using Quadratic Programming and Stochastic Gradient Descent
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Jun 10, 2018 - MATLAB
Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.
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Mar 18, 2021 - Python
[AAAI 2024] XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning.
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Jul 9, 2024 - Python
Video classification exercise using UCF101 data for training an early-fusion and SlowFast architecture model, both using the PyTorch Lightning framework.
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Jan 11, 2022 - HTML
[AAAI 2023 (Oral)] CrissCross: Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity
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Jul 11, 2023 - Python
A simple and fun video classification/action recognition using VGG16 as a feature extractor and RNN.
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Jun 1, 2021 - Jupyter Notebook
Support LRCN(both rgb and optical-flow). This fork of BVLC/Caffe is dedicated to improving performance of this deep learning framework when running on CPU, in particular Intel® Xeon processors (HSW+) and Intel® Xeon Phi processors
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Mar 6, 2018 - C++
Salient Video Frames Sampling Method Using the Mean of Deep Features for Efficient Model Training (KIBME 2021)
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Apr 21, 2022 - Python
Simple Action Recognition experimentation with the UCF101 Dataset and EfficientNets.
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Oct 18, 2020
Source Code for Captionomaly: A Deep Learning Toolbox for Anomaly Captioning in Surveillance Videos
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Jun 26, 2023 - Jupyter Notebook
Testing code for few-shot action recognition
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Jan 12, 2021 - Python
End-to-End Semi-Supervised Learning for Video Action Detection [CVPR 2022]
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May 3, 2023 - Python
Action recognition tutorial using UCF-101 dataset.
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Nov 23, 2021 - Python
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