BreakHist Dataset contains histopathological images of eight types of breast cancer, including four benign cancer and for malignant cancer. In this project, I have trained and fined tuned many of the existing CNN models to get over 80% accuracy in multi-class classification.
☆47May 28, 2019Updated 7 years ago
Alternatives and similar repositories for BreakHist-Dataset-Image-Classification
Users that are interested in BreakHist-Dataset-Image-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:
- Baseline performance on BreakHis dataset with pre-trained models☆16May 27, 2018Updated 8 years ago
- Breast Cancer Detection classifier built from the The Breast Cancer Histopathological Image Classification (BreakHis) dataset composed of…☆75May 1, 2021Updated 5 years ago
- Extracting the deep features of the BreakHis dataset from pre-trained GoogLeNet, ResNet-18 and VGG-19 Convolutional Neural Networks (CNN…☆12Jul 22, 2022Updated 3 years ago
- Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Hist…☆220Oct 23, 2019Updated 6 years ago
- Our solution for ICIAR 2018 Grand Challenge☆193Dec 16, 2020Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Official Tensorflow implementation of BreastNet☆17Dec 29, 2020Updated 5 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆19Oct 25, 2019Updated 6 years ago
- PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Imp…☆21Aug 8, 2019Updated 6 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆82Apr 12, 2020Updated 6 years ago
- AI app to detect breast cancer in histopathological database☆61May 21, 2020Updated 6 years ago
- Implementation of Camelyon'16 grand challenge☆183Feb 25, 2019Updated 7 years ago
- ☆12Mar 8, 2018Updated 8 years ago
- This repository includes the code for HiCo (PyTorch version).☆12Sep 24, 2022Updated 3 years ago
- Different approaches as (ANN,DecisionTree,Bayes and KNeighbors) to solve and predict with the best accuracy malignous cancers☆27Feb 15, 2017Updated 9 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 首个临床级别的 AI 系统可用源码☆69Dec 17, 2021Updated 4 years ago
- BUS-BRA: A breast ultrasound dataset with BI-RADS categories (source codes)☆28Jul 30, 2024Updated last year
- ☆11May 7, 2021Updated 5 years ago
- [AAAI 2024] An Implementation of Entropic Open-set Active Learning☆28Apr 28, 2024Updated 2 years ago
- Breast Cancer classification using deep neural network 🔬☆35Jun 4, 2021Updated 5 years ago
- pytorch code for improved-precision-and-recall-metric☆25Jul 27, 2019Updated 6 years ago
- 糖网眼底图像分类_pytorch☆11Aug 13, 2018Updated 7 years ago
- High-resolution breast cancer screening with multi-view deep convolutional neural networks☆161Jun 29, 2018Updated 7 years ago
- A XAI Framework to provide Contrastive Whole-output Explanation for Image Classification.☆10Jul 28, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Digital mammography processing tools☆15Aug 3, 2021Updated 4 years ago
- Columbia University Applied Deep Learning Project: Detecting Cancer Metastases on Gigapixel Pathology Images☆15Dec 17, 2019Updated 6 years ago
- PyTorch implementation for Camelyon17 (Breast Tumor Classification)☆85Mar 7, 2018Updated 8 years ago
- State-Relabeling Adversarial Active Learning☆14Aug 17, 2021Updated 4 years ago
- ☆14Nov 21, 2022Updated 3 years ago
- ☆28Jun 26, 2017Updated 8 years ago
- Pytorch implementation of "DAMA - Multiplexed Immunofluorescence Brain Image Analysis Using Self-Supervised Dual-Loss Adaptive Masked Aut…☆18Oct 20, 2023Updated 2 years ago
- Siamese Network and Triplet Loss for face recognition in real time