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pengsb's Projects

albumentations icon albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

ceecnet icon ceecnet

source code for the task of semantic change detection (built with mxnet)

change-detection-review icon change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

information icon information

Information and resources about bathymetric data from NASA's ICESat-2 mission, created by the ICESat-2 Science Team Bathymetry Working Group.

lightly icon lightly

A python library for self-supervised learning on images.

mst-plus-plus-tensorrt icon mst-plus-plus-tensorrt

:poodle: :poodle: :poodle: TensorRT 2022复赛方案: 首个基于Transformer的图像重建模型MST++的TensorRT模型推断优化

paddleseg icon paddleseg

End-to-end image segmentation kit based on PaddlePaddle.

person_reid_baseline_pytorch icon person_reid_baseline_pytorch

Pytorch ReID: A tiny, friendly, strong pytorch implement of object re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

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