self-supervised-learning topic

List self-supervised-learning repositories

FEGAN

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Self-Supervised Deep Learning for Fisheye Image Rectification (pytorch implementation).

compressive-visual-representations

35
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Tensorflow 2 implementations of the C-SimCLR and C-BYOL self-supervised visual representation methods from "Compressive Visual Representations" (NeurIPS 2021)

video-pace

98
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code for our ECCV-2020 paper: Self-supervised Video Representation Learning by Pace Prediction

video_repres_mas

62
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code for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics

self-supervised-relational-reasoning

141
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24
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Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.

STR-Fewer-Labels

170
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27
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Scene Text Recognition (STR) methods trained with fewer real labels (CVPR 2021)

mmselfsup

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OpenMMLab Self-Supervised Learning Toolbox and Benchmark

CCML_Learning

30
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5
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This is the offical website for paper ''Category-consistent deep network learning for accurate vehicle logo recognition''

Barlow-Twins-TF

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TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).

DF-Net

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30
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[ECCV 2018] DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency