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GST-videoICCV 19 Grouped Spatial-Temporal Aggretation for Efficient Action Recognition
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Robust-Deep-Learning-PipelineDeep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)
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ntu-xNTU-X, which is an extended version of popular NTU dataset
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MUSES[CVPR 2021] Multi-shot Temporal Event Localization: a Benchmark
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video repres mascode for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics
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Pose2vecA Repository for maintaining various human skeleton preprocessing steps in numpy and tensorflow along with tensorflow model to learn pose embeddings.
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pose2actionexperiments on classifying actions using poses
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Okutama ActionOkutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection
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gzsl-odOut-of-Distribution Detection for Generalized Zero-Shot Action Recognition
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Gluon CvGluon CV Toolkit
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ailia-modelsThe collection of pre-trained, state-of-the-art AI models for ailia SDK
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Hcn Prototypeloss PytorchHierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)
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conv3d-video-action-recognitionMy 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…
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Realtime Action RecognitionApply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)
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torch-lrcnAn implementation of the LRCN in Torch
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cpnetLearning Video Representations from Correspondence Proposals (CVPR 2019 Oral)
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