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bank

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

detreg

Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

dsfd.pytorch

DSFD implement with pytorch

few-shot-object-detection

Implementations of few-shot object detection benchmarks

gc_track3_db_gist

3rd Grand Challenge track 3 DB developed by GIST

hrnet-semantic-segmentation

This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

ibot

iBOT: Image BERT Pre-Training with Online Tokenizer (ICLR 2022)

ijepa

Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

l0-smoothing

Parallel Image Smoothing via L0 Gradient Minimization

luckmatters

Understanding Training Dynamics of Deep ReLU Networks

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

mtl-ssl

Multi-task Self-supervised Object Detection via Recycling of Bounding Box Annotations (CVPR, 2019)

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

rise

score-cam

PyTorch implementation of Score-CAM

simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

ssl_detection

Semi-supervised learning for object detection

ssunet-gan

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

swintransformer-classifier

unbiased-teacher

PyTorch code for ICLR 2021 paper Unbiased Teacher for Semi-Supervised Object Detection

vit-explain

Explainability for Vision Transformers

yet-another-efficientdet-pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.