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shitoudidi's Projects

pytorch-deepglr icon pytorch-deepglr

A pytorch implementation of Deep Graph Laplacian Regularization for image denoising

pytorch-grad-cam icon pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch_classification icon pytorch_classification

利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码

qd-imd icon qd-imd

Quick Draw Irregular Mask Dataset

qgis icon qgis

QGIS is a free, open source, cross platform (lin/win/mac) geographical information system (GIS)

qupath icon qupath

QuPath - Bioimage analysis & digital pathology

real-esrgan icon real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

realesrgan-gui icon realesrgan-gui

实用、美观的 Real-ESRGAN 图形界面,同时支持 Windows、Ubuntu 和 macOS 平台。(Cross-platform GUI for image upscaler Real-ESRGAN with additional features.)

resept icon resept

A deep-learning framework for characterizing and visualizing tissue architecture from spatially resolved transcriptomics

restormer icon restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

restormer-1 icon restormer-1

Reproduce of the CVPR 2022 paper "Restormer: Efficient Transformer for High-Resolution Image Restoration"

sam-assistant icon sam-assistant

🤖 Sam-assistant is a personal assistant that is designed to understand your documents, search the internet, and in future versions, create and understand images, and communicate with you. It is built in Python, mainly using Langchain and implements most of Langchain

sam-cell-detection icon sam-cell-detection

SAM on medical images based on https://github.com/facebookresearch/segment-anything

sam_batch_segmentation icon sam_batch_segmentation

This repository provides scripts for generating segmentation masks using the Segment Anything Model (SAM) from Facebook, and includes tools for identifying subdirectories in the data folder that still require annotation.

samed icon samed

The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"

scs icon scs

Sub-cellular spatial transcriptomics Cell Segmentation

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

semantic-segment-anything icon semantic-segment-anything

Automated dense category annotation engine that serves as the initial semantic labeling for the Segment Anything dataset (SA-1B).

server icon server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

sftgan icon sftgan

CVPR18 - Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform

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