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wnynotfaker's Projects

awesome-sam icon awesome-sam

This repo collects the research resources based on SAM(Segment Anything Model) proposed by Meta AI. If you would like to contribute, please open an issue.

detectron2 icon detectron2

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

dynamicrcnn icon dynamicrcnn

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training, ECCV 2020

fr-unet icon fr-unet

[JBHI2021] Full-Resolution Network and Dual-ThresholdIteration for Retinal Vessel and CoronaryAngiograph Segmentation

gliding_vertex icon gliding_vertex

The implementation of paper "Gliding vertex on the horizontal bounding box for multi-oriented object detection".

grad-cam.pytorch icon grad-cam.pytorch

pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

image_segmentation icon image_segmentation

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

iou-uniform-r-cnn icon iou-uniform-r-cnn

Codes for paper: "IoU-Uniform R-CNN: Breaking Through the Limitations of RPN"

learnablepromptsam icon learnablepromptsam

Try to use the SAM-ViT as the backbone to create the learnable prompt for semantic segmentation

lwnet icon lwnet

State-of-the-art retinal vessel segmentation with minimalistic models

paa icon paa

A PyTorch implementation of the paper `Probabilistic Anchor Assignment with IoU Prediction for Object Detection` ECCV 2020 (https://arxiv.org/abs/2007.08103)

paa_faster-rcnn icon paa_faster-rcnn

An implementation of PAA (Probabilistic Anchor Assignment with IoU Prediction for Object Detection) applied to Faster RCNN

pytorch-grad-cam icon 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

rotated_iou icon rotated_iou

Differentiable IoU of rotated bounding boxes using Pytorch

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