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academic-portfolio

A one-stop, clean and minimal mobile-friendly Jekyll theme for your academic homepage

adversarialnetspapers

The classical paper list with code about generative adversarial nets

aeropath

🫁 AeroPath: An airway segmentation benchmark dataset with challenging pathology

aic21-mtmc

🏆The 1st place solution of track3 (City-Scale Multi-Camera Vehicle Tracking) in the NVIDIA AI City Challenge at CVPR 2021 Workshop.

aimoneyhunter

ai副业赚钱大集合，教你如何利用ai做一些副业项目，赚取更多额外收益。

airway-anomaly-detection-by-prototype-based-graph-neural-network

airwaysegmentation

Segmenting the airway using 2d and 3d U-nets

albumentations

fast image augmentation library and easy to use wrapper around other libraries

approximateconvolutionalsparsecoding

An implementation of approximate convolutional sparse coding (CSC) based on paper: https://arxiv.org/abs/1711.00328

atm-22-related-work

[MICCAI 2022 Grand Challenge/MedIA 2023]: Airway Tree Modeling (ATM'22) Related Work Collections, also includes the state-of-the-art works on pulmonary airway segmentation and related works.

autocut

用文本编辑器剪视频

automatic_pulmonary_lobe_segmentation_using_deep_learning

coinsclassification-1

This project was created to detect and estimate the total value of the coins. With a few image of coins, we will agruementate small dataset and try to using items detection network to approach our goal.

connectivity-aware-airway-segmentation

[IEEE JBHI, 2023] Towards Connectivity-Aware Pulmonary Airway Segmentation

convnext

Code release for ConvNeXt model

convolutionalsparsecoding

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deep_learning_note

deltanet

douyin_tiktok_download_api

🚀「Douyin_TikTok_Download_API」是一个开箱即用的高性能异步抖音|TikTok数据爬取工具，支持API调用，在线批量解析及下载。

down-to-the-last-detail-virtual-try-on-with-detail-carving

Virtural try-on under arbitrary poses

fibro-cosanet

Idiopathic pulmonary fibrosis (IPF) is a restrictive interstitial lung disease that causes lung function decline by lung tissue scarring. Although lung function decline is assessed by the forced vital capacity (FVC), determining the accurate progression of IPF remains a challenge. To address this challenge, we proposed Fibro-CoSANet, a novel end-to-end multi-modal learning-based approach, to predict the FVC decline. Fibro-CoSANet utilized CT images and demographic information in convolutional neural network frameworks with a stacked attention layer. Extensive experiments on the OSIC Pulmonary Fibrosis Progression Dataset demonstrated the superiority of our proposed Fibro-CoSANet by achieving the new state-of-the-art modified Laplace Log-Likelihood score of -6.68. This network may benefit research areas concerned with designing networks to improve the prognostic accuracy of IPF.

filter-gap

The official PyTorch implementation of CHEX: CHannel EXploration for CNN Model Compression (CVPR 2022). Paper is available at https://openaccess.thecvf.com/content/CVPR2022/papers/Hou_CHEX_CHannel_EXploration_for_CNN_Model_Compression_CVPR_2022_paper.pdf

garbage-detection-and-classification

imageclassiferassistant

This is a Image aid classification software based on python TK library development.

imgaug

Image augmentation for machine learning experiments.

iot-for-next-generation-shuttlecock-sports-training

ipfsurv