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Ready Xiao's Projects

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

m2det icon m2det

M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

mnist icon mnist

tensorflow---mnist---two convolution layers

models icon models

Models and examples built with TensorFlow

nanodet icon nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥

netron icon netron

Visualizer for deep learning and machine learning models

pds_compute_mtf icon pds_compute_mtf

Implementation of Slant Edge Method for MTF in Python from PDS Image.

phasegan icon phasegan

CycleGAN based Phase reconstruction algorythms

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-unet icon pytorch-unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

pytorch-unet-1 icon pytorch-unet-1

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorchssd icon pytorchssd

pytorch version of SSD and it's enhanced methods such as RFBSSD,FSSD and RefineDet

repulsion_loss_ssd icon repulsion_loss_ssd

Repulsion Loss: Detecting Pedestrians in a Crowd. https://arxiv.org/abs/1711.07752

rfbnet icon rfbnet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

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