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Mingyu Wang's Projects

batchgenerators icon batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

detr icon detr

End-to-End Object Detection with Transformers

gcam icon gcam

Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention maps with multiple methods like Guided Backpropagation, Grad-Cam, Guided Grad-Cam and Grad-Cam++.

grakel icon grakel

A scikit-learn compatible library for graph kernels

imagenet21k icon imagenet21k

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

imgaug icon imgaug

Image augmentation for machine learning experiments.

kiu-net-pytorch icon kiu-net-pytorch

Official Pytorch Code of KiU-Net for Image Segmentation - MICCAI 2020

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

machinelearning icon machinelearning

Machine learning resources,including algorithm, paper, dataset, example and so on.

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

mmdnn icon mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

multi-task-learning icon multi-task-learning

Multi-task learning smile detection, age and gender classification on GENKI4k, IMDB-Wiki dataset.

pytorch_radon icon pytorch_radon

Pytorch implementation of scikit-image's radon function and more

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