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201901_self_checkout

20bn-something-something-label-hierarchies

Metadata for the Something-Something dataset

3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

actionrecognition

Explore Action Recognition

cnn_lstm

Action recognition by CNN and LSTM

convolution-visualizer

Convolution visualizations

five-video-classification-methods

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

keras-classification-models

Collection of Keras models used for classification

keras-video-classifier

Keras implementation of video classifier

mixture-of-experts

Mixture of experts layers for Keras

pre-trained-keras-example

Example on how to use pre trained networks on new classification problems.

predictive-coding

Research of a deep predictive coding model for unsupervised representation learning from video and audio data.

tea-action-recognition

The Pytorch code of the TEA module (Temporal Excitation and Aggregation for Action Recognition)

temporal-shift-module

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

two-stream-action-recognition-keras

Two-stream cnn models for action recognition on the UCF-101 dataset

video-classification-2-stream-cnn

Video Classification using 2 stream CNN

video-classification-cnn-and-lstm-

To classify video into various classes using keras library with tensorflow as back-end.

video2tfrecord

Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stored in the tfrecords.