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google-deepmind/kinetics-i3d

Inflated 3D Convnet (I3D) CNN for video/action classification trained on the Kinetics dataset, released by DeepMind.

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This repository releases pre-trained I3D (Inflated 3D ConvNet) models from the Quo Vadis paper for video classification. The models process both RGB and optical flow inputs and achieved state-of-the-art results on action recognition benchmarks including UCF101, HMDB51, and the Charades challenge. Built using TensorFlow and DeepMind’s Sonnet library.

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