Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
cnn lstm rnn resnet transfer-learning action-recognition video-classification pytorch-tutorial ucf101
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Dec 7, 2020 - Jupyter Notebook
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Using two stream architecture to implement a classic action recognition method on UCF101 dataset
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Oct 14, 2019 - Python
This repository host the code for real-time action detection paper
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Feb 23, 2021 - MATLAB
STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)
amp activity-recognition apex ava action-recognition video-understanding spatio-temporal step action-detection iterative ucf101 activity-detection ava-dataset spatial-temporal video-action ucf101-dataset ucf24 ucf24-dataset video-activity
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Oct 19, 2019 - Python
Video Platform for Action Recognition and Object Detection in Pytorch
deep-learning detection pytorch neural-networks ssd resnet object-detection action-recognition c3d mscoco ucf101 hmdb51 video-platform i3d dvsa imagenetvid video-saliency ycbb dhf1k youcook
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Sep 23, 2022 - Python
Implementation Code of the paper Optical Flow Guided Feature, CVPR 2018
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May 17, 2019 - C++
Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
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Dec 20, 2017 - C++
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Aug 29, 2018 - Python
Video Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone
pytorch action-recognition video-classification video-clips video-recognition ucf101 action-classification 3d-resnet ucf-101 3d-convolutions mixed-convolutional-tube mict mict-net mictnet
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Oct 29, 2020 - Python
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 result...
machine-learning deep-learning tensorflow pipe keras video-processing action-recognition c3d video-classification video-recognition ucf101 sports-1m keras-implementations conv3d
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Aug 2, 2024 - Python
Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.
tensorflow transfer-learning unsupervised-learning action-recognition c3d ucf101 hmdb51 self-supervised-learning
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Mar 18, 2021 - Python
Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.
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Nov 25, 2018 - Python
Computer Vision Project : Action Recognition on UCF101 Dataset
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Dec 14, 2019 - Jupyter Notebook
[CVPR 2022] End-to-End Semi-Supervised Learning for Video Action Detection
deep-learning pytorch semi-supervised-learning cvpr video-understanding spatio-temporal action-detection ucf101 activity-detection jhmdb consistency-regularization cvpr2022
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May 3, 2023 - Python
Action recognition tutorial using UCF-101 dataset.
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Nov 23, 2021 - Python
TensorFlow implementation for "Guided Optical Flow Learning"
tensorflow semi-supervised-learning optical-flow flownet unsupervised-learning kitti-dataset mpi-sintel unsupnet flyingchairs ucf101
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Jun 9, 2017 - Python
[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
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Jul 11, 2023 - Python
Implementation of LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN
video deep-learning tensorflow summarization summary keras-tensorflow ucf101 videostreaming videosummarization
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Jul 11, 2023 - Python
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
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