Grenoble, France

Fabien Baradel

Elite
@fabienbaradel

Senior Scientist & Team Lead --- 3D Humans

fabienbaradel.github.io/

object_level_visual_reasoning. Pytorch Implementation of "Object level Visual Reasoning in Videos", F. Baradel, N. Neverova, C. Wolf, J. Mille, G. Mori , ECCV 2018

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cophy. "CoPhy: Counterfactual Learning of Physical Dynamics", F. Baradel, N. Neverova, J. Mille, G. Mori, C. Wolf, ICLR'2020

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glimpse_clouds. Pytorch implementation of the paper "Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points", F. Baradel, C. Wolf, J. Mille , G.W. Taylor, CVPR 2018

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Tensorflow-tutorials. Seminar: intro to deep learning with tensorflow

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awesome-action-recognition. A curated list of action recognition and related area resources

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lstm. Lua

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Frames_Extractor. A short python script to extract frames from video using ffmpeg

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a3c_continuous. A continuous action space version of A3C LSTM in pytorch

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NTURGB-D. Info and sample codes for "NTU RGB+D Action Recognition Dataset"

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intro_ml. Introduction to Machine Learning (Sciences-U 2018/2019)

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pretorched-x. Pretrained Image & Video ConvNets for PyTorch: NASNet, ResNeXt (2D + 3D), ResNet (2D + 3D), InceptionV4, InceptionResnetV2, Xception, DPN, NonLocalNets, R(2+1)D nets, MultiView CNNs, Temporal Relation Networks, etc.

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