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augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

awesome-crowd-counting

Awesome Crowd Counting

awesome-fashion-ai

A repository to curate and summarise research papers related to fashion and e-commerce

awesome-incremental-learning

Awesome Incremental Learning

awesome-longtailed-recognition

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

biqa_toolbox

A benchmark implementation of representative deep BIQA models

crowdcountingcvpr18

The rep for the Crowd Counting paper accepted by CVPR 2018

discriminativeactivelearning

Code and website for DAL (Discriminative Active Learning) - a new active learning algorithm for neural networks in the batch setting.

embeddingdistillation

Learning Metrics from Teachers: Compact Networks for Image Embedding (CVPR19)

facil

Framework for Analysis of Class-Incremental Learning

fair_self_supervision_benchmark

Scaling and Benchmarking Self-Supervised Visual Representation Learning

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

gfr-il

Generative Feature Replay For Class-Incremental Learning

hat

Overcoming catastrophic forgetting with hard attention to the task

legonet

A Pytorch implementation of "LegoNet: Efficient Convolutional Neural Networks with Lego Filters" (ICML 2019).

long-tailed-cil

mergan

meta-dataset

A dataset of datasets for learning to learn from few examples

neural-toolbox-pytorch

PyTorch implementation of standalone neural modules - CBN, Attention, Glimpse, Modulated ResNet (MODERN), FiLM Layer

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more)

pytorch-siamfc

Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"

rankiqa

The rep for the RankIQA paper in ICCV 2017

realistic-ssl-evaluation

Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

rotatenetworks

The rep for the RotateNetworks in ICPR18, Beijing, China.

saliency-2016-cvpr

Shallow and Deep Convolutional Networks for Saliency Prediction

sdc-il

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

simple-cnaps

vision

Datasets, Transforms and Models specific to Computer Vision