本项目基于公开的胸部X光图像数据集，旨在实现对肺炎（包括细菌性肺炎、病毒性肺炎和正常）进行自动分类。项目采用了基于Vision Transformer（ViT）的深度学习模型，包含了数据预处理、模型训练、验证、推理等完整流程。通过本项目，可以高效地对胸片进行智能诊断辅助，提升医学影像分析的效率和准确性。项目适合医学人工智能、深度学习图像分类等相关领域的学习与研究。
☆35Mar 17, 2026Updated 5 months ago
Alternatives and similar repositories for ChestXray-classification
Users that are interested in ChestXray-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 此项目旨在为医疗专业人员提供一个高效且准确的工具，用于辅助诊断 COVID-19、普通疾病以及病毒性肺炎。通过结合自编码器的图像增强能力和 CNN 的强大分类性能，该系统力求在医学影像分析领域提供卓越的性能。☆27Dec 24, 2024Updated last year
- 手势识别玩转打飞机小游戏，基于MobileNetV3_Small和pygame☆16Jan 7, 2021Updated 5 years ago
- 利用python分析爬取的中国电影票房数据并可视化Chinese-box-office-analysis☆17Apr 6, 2023Updated 3 years ago
- 读入stl数据、分割单颗牙齿、把牙齿单独展示☆13Jun 21, 2021Updated 5 years ago
- 动态手势实时识别☆19Dec 12, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 运动会综合管理系统☆15Sep 22, 2021Updated 4 years ago
- MNIST Siamese example for MatConvNet☆18Apr 13, 2017Updated 9 years ago
- Tools for representation, morphologic characterization, and hemodynamics analysis of flow in saccular aneurysms☆12Mar 22, 2026Updated 5 months ago
- 基于SSM的高校运动会信息管理系统的设计与实现☆21May 1, 2020Updated 6 years ago
- 基于大数据分析的音乐推荐系统，用户登陆注册，歌曲搜索，分页显示，按照音乐标签分类，用户标签选择，音乐评分， 音乐评论，算法推荐音乐，标签推荐音乐，问卷调查，公告查看。☆25Aug 2, 2022Updated 4 years ago
- Surface models of bones created from CT datasets of the open source VSDFullBody database hosted at www.smir.ch.☆13Nov 26, 2023Updated 2 years ago
- tensorflow实现卷积神经网络并训练自定义数据集☆16Apr 20, 2018Updated 8 years ago
- 基于NB-IoT的温室环境远程监测系统应用平台☆22Feb 20, 2019Updated 7 years ago
- 基于pytorch的关键点回归的两种方法：直接回归和heatmap热力图法☆12Nov 13, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 智能垃圾分类系统 - 基于YOLO和DeepSeek R1的AI垃圾识别与分类应用☆27Oct 27, 2025Updated 10 months ago
- 百变小樱机场官网地址☆15Oct 11, 2024Updated last year
- 垃圾分类系统——基于PyQt5的前端界面☆17Apr 21, 2022Updated 4 years ago
- [ACCV 2024 (Oral)] Official Implementation of "RayEmb: Arbitrary Landmark Detection in X-Ray Images Using Ray Embedding Subspace", Pragy…☆16Sep 7, 2025Updated last year
- Code for [MLMI 2019] [KiPA22 Challenge] [AMOS 2022 Challenge] [MICCAI 2022 Workshop] Boundary-Aware Network for Medical Image Segmentatio…☆16Jun 15, 2026Updated 2 months ago
- Whole Brain Segmentation with Full Volume Neural Network, CMIG☆20Jul 23, 2022Updated 4 years ago
- A 3D Fully Convolutional Nets implementation in pytorch☆21Nov 11, 2017Updated 8 years ago
- Awesome_Transformer_for_medical_image_analysis☆16Nov 23, 2021Updated 4 years ago
- 基于OpenCV的手势识别完整项目☆50Apr 9, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- An automated approach to analyze motion capture trials in OpenSim☆21Feb 19, 2021Updated 5 years ago
- ☆46Jan 16, 2026Updated 7 months ago
- Source code to the paper "A Closest Point Proposal for MCMC-based Probabilistic Surface Registration"☆30Sep 24, 2021Updated 4 years ago
- 基于CNN的海贼王人物图像多分类，包含数据集爬虫，数据集处理，模型保存，图表输出，批量测试等，通用模型模板☆37Jun 16, 2019Updated 7 years ago
- MorphoFeatures code and data☆23Aug 31, 2026Updated last week
- ☆32Mar 7, 2023Updated 3 years ago
- The first multimodal QA dataset specifically designed for evaluating large TCM language models.☆23Oct 24, 2025Updated 10 months ago
- ☆27Nov 3, 2023Updated 2 years ago
- This is an pytorch implementation of "IPN-V2 and OCTA-500: Methodology and Database for Retinal Image Segmentation".☆71May 16, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 医学图像作业：图像配准论文阅读；眼底血管分割实验☆69Oct 19, 2021Updated 4 years ago
- Python module for generating Bland-Altman plots☆37Jul 6, 2023Updated 3 years ago
- Batch OpenSim Processing Scripts☆29Jul 18, 2020Updated 6 years ago
- TensorFlow implementation of a CNN based mechanical science paper☆47May 17, 2018Updated 8 years ago
- Vessel and tube centerline extraction☆34May 27, 2026Updated 3 months ago
- A Python library for biomedical statistical shape and appearance modelling.☆40Apr 21, 2026Updated 4 months ago
- This is the project about simulating the ageing brain.☆30Nov 3, 2021Updated 4 years ago