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willer's Projects

fpn-keras icon fpn-keras

根据这个https://github.com/matterport/Mask_RCNN修改的FPN

garbage_classify icon garbage_classify

最严垃圾分类政策自7月1日颁布,如何进行垃圾分类已经成为居民生活的灵魂拷问。但是,没关系!AI在垃圾分类的应用可以成为居民的得力助手。本次垃圾分类挑战杯,目的在于构建基于深度学习技术的图像分类模型,实现垃圾图片类别的精准识别,大赛参考深圳垃圾分类标准,按可回收物、厨余垃圾、有害垃圾和其他垃圾四项分类。

h-denseunet icon h-denseunet

TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

hyperdensenet icon hyperdensenet

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

inaturalist icon inaturalist

MXNet finetune baseline (res152) for challenger.ai/competition/scene

jdpig icon jdpig

jd pig recognition competition

kaggle-hpa icon kaggle-hpa

Code for 3rd place solution in Kaggle Human Protein Atlas Image Classification Challenge.

kaggle-rsna18 icon kaggle-rsna18

Code for 1st place solution in Kaggle RSNA Pneumonia Detection Challenge.

keras-dcgan icon keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

keras-unet-deploy icon keras-unet-deploy

Train and test Unet in keras, deploy in openvino (c++), add pybind11 binding (for Python).

keras-yolo3 icon keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

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