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…
Stars: ✭ 50 (+31.58%)
Mutual labels: video-processing, action-recognition, c3d
ActionvladActionVLAD for video action classification (CVPR 2017)
Stars: ✭ 217 (+471.05%)
Mutual labels: video-processing, action-recognition, video-understanding
Awesome Action RecognitionA curated list of action recognition and related area resources
Stars: ✭ 3,202 (+8326.32%)
Mutual labels: video-processing, action-recognition, video-understanding
Video ClassificationTutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
Stars: ✭ 543 (+1328.95%)
Mutual labels: lstm, action-recognition
Patient2VecPatient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
Stars: ✭ 85 (+123.68%)
Mutual labels: lstm, representation-learning
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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Mutual labels: lstm, action-recognition
visual syntactic embedding video captioningSource code of the paper titled *Improving Video Captioning with Temporal Composition of a Visual-Syntactic Embedding*
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Mutual labels: representation-learning, video-captioning
tennis action recognitionUsing deep learning to perform action recognition in the sport of tennis.
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Mutual labels: video-processing, action-recognition
ActionrecognitionExplore Action Recognition
Stars: ✭ 139 (+265.79%)
Mutual labels: lstm, action-recognition
video autoencoderVideo lstm auto encoder built with pytorch. https://arxiv.org/pdf/1502.04681.pdf
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Mutual labels: video-processing, lstm
Keras Video ClassifierKeras implementation of video classifier
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Mutual labels: video-processing, lstm
LintelA Python module to decode video frames directly, using the FFmpeg C API.
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Mutual labels: video-processing, action-recognition
iPerceiveApplying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention | Published in IEEE Winter Conference on Applications of Computer Vision (WACV) 2021
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Mutual labels: lstm, captioning
pose2actionexperiments on classifying actions using poses
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Mutual labels: lstm, action-recognition
torch-lrcnAn implementation of the LRCN in Torch
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Mutual labels: lstm, action-recognition
cpnetLearning Video Representations from Correspondence Proposals (CVPR 2019 Oral)
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Mutual labels: representation-learning, action-recognition
vlog action recognitionIdentifying Visible Actions in Lifestyle Vlogs
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Mutual labels: video-processing, action-recognition
TCEThis repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
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Mutual labels: representation-learning, action-recognition
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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Mutual labels: representation-learning, action-recognition
temporal-sslVideo Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.
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Mutual labels: action-recognition, c3d