zhengyu19921215

A-to-Z-Resource--for-Students

AI-Algorithmic-Engineer-Manual

unet_zoo

Implementation of UNet series models in TenSorflow.

-data-augmentation

image data augmentation

12306

12306智能刷票，订票

labeltool

Image annotation tool

lihang-statistical-learning-method

statistical learning method-liang code

Algorithm_Interview_Notes-Chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

analysis-tVNS-HRV

Analysis code for Keute et al., 2020, doi 10.1016/j.brs.2021.01.001

APTOS-2019-GOLD-MEDAL-SOLUTION

datasets

all datasets

DCL

Destruction and Construction Learning for Fine-grained Image Recognition

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

graphsage-diffpool-classifier

Implemented a GNN for classification tasks in PyTorch, combining Graph Convolutions and Graph Pooling layers

Image_Segmentation

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

InceptionGCN

Inception Graph Convolutional NN on medical and non-medical datasets

kaggle-aptos2019-blindness-detection

14th place solution for APTOS 2019 Blindness Detection on Kaggle (https://www.kaggle.com/c/aptos2019-blindness-detection).

kaggle-rsna-intracranial-hemorrhage

machine-learning-datasets

MLAN

A pytorch implementation of paper "A multi-level attention network for fine-grained image classification"

OPAM_TIP2018

Source code of our TIP 2018 paper "Object-Part Attention Model for Fine-grained Image Classification"

pneumothorax-segmentation

SIIM-ACR Pneumothorax Segmentation first place solution

pytorch-study

pytorch_learing

s3

Skull stripping and brain tissue segmentation

SegLoss-pytorch

A collection of loss functions for medical image segmentation

self-learing

semantic-embeddings

Hierarchy-based Image Embeddings for Semantic Image Retrieval

vision

Datasets, Transforms and Models specific to Computer Vision

YOLOv3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）