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shuofeng zhao's Projects

pyqtgraph icon pyqtgraph

Fast data visualization and GUI tools for scientific / engineering applications

python icon python

All Algorithms implemented in Python

pytorch-grad-cam icon pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples for classification, object detection, segmentation, embedding networks and more. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

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-original-transformer icon pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

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

pytorch-vae icon pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

qtexamples icon qtexamples

Translations of the official Qt examples into PyQt5 (also PySide2) and more. :bowtie: :octocat:

rankseg icon rankseg

[ECCV2022] This is an official implementation of paper "RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation".

refinery icon refinery

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

renal-segmentation icon renal-segmentation

Automatic Renal Segmentation for MR Urography Using 3D-GrabCut and Random Forests

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