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adaptive_teacher

This repo provides the source code for "Cross-Domain Adaptive Teacher for Object Detection".

aml-docs

artminer

(CVPR 2019) Pytorch implementation of paper "Discovering Visual Patterns in Art Collections with Spatially-consistent Feature Learning"

buildingchangedetector

基于U-Net检测卫星图像上的新增建筑

centernet-pytorch

这是一个centernet-pytorch的源码，可以用于训练自己的模型。

colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

conditionalvae

Conditional VAE in Tensorflow 2 | Conditional Image Generation | CelebA dataset

cornernet

da-faster-rcnn-pytorch

Domain Adaptive Faster R-CNN in PyTorch

data-augmentation-review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

dl_object_detection_segmentation

elm-pytorch

Extreme Learning Machine implemented in Pytorch

everypixelmatters

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

fda

Fourier Domain Adaptation for Semantic Segmentation

gpa-detection

Implementation of Cross-domain Detection via Graph-induced Prototype Alignment (CVPR 2020 Oral).

i3net

Implementation of "I3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors" (CVPR 2021)

image-segmentation-keras

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

images-to-osm

Use Mask R-CNN/Keras/TensorFlow and OSM to find features in satellite images for fun.

kaggle_carvana_segmentation

Code for a 1st place model in Carvana Image Masking Challenge

labelme

Annotation Tool for Object Segmentation.

mask-rcnn

A PyTorch implementation of the architecture of Mask RCNN

mrs

Models for Remote Sensing

mtl-ssl-detection

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

neural_adjoint

pyt_faster_rcnn

A faster pytorch implementation of faster r-cnn

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

pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3