Extracting the deep features of the BreakHis dataset from pre-trained GoogLeNet, ResNet-18 and VGG-19 Convolutional Neural Networks (CNNs) followed by optimization using Genetic Algorithm (GA) and classification using SVM, KNN and MLP classifiers.
☆12Jul 22, 2022Updated 3 years ago
Alternatives and similar repositories for Deep-feature-extraction-from-CNNs-followed-by-optimization-with-GA
Users that are interested in Deep-feature-extraction-from-CNNs-followed-by-optimization-with-GA are comparing it to the libraries listed below
Sorting:
- CNN Architectures : VGG, Resnet, InceptionNet, XceptionNet☆10Dec 20, 2018Updated 7 years ago
- Baseline performance on BreakHis dataset with pre-trained models☆16May 27, 2018Updated 7 years ago
- BreakHist Dataset contains histopathological images of eight types of breast cancer, including four benign cancer and for malignant cance…☆47May 28, 2019Updated 6 years ago
- PyTorch Lighning wrapper to make training ResNet classifiers easier.☆29Jan 23, 2023Updated 3 years ago
- Building a verification system based on the finger vein image is a hard problem since it goes through many steps including vein detection…☆10Jan 6, 2020Updated 6 years ago
- notebook repository☆12Jan 17, 2022Updated 4 years ago
- This project is the implementation of the "Automatically Designing CNN Architectures Using Genetic Algorithm for Image Classification" pa…☆31Jul 30, 2024Updated last year
- Breast Cancer Detection classifier built from the The Breast Cancer Histopathological Image Classification (BreakHis) dataset composed of…☆76May 1, 2021Updated 4 years ago
- Heatmap-based Out-of-Distribution Detection (WACV 2023)☆13Mar 27, 2024Updated last year
- tensorflow implemention of StackDenosingAutoEncoder☆11Jun 1, 2017Updated 8 years ago
- An open brain MRI dataset and baseline evaluations for tumor recurrence prediction☆11Apr 29, 2024Updated last year
- Variable Length Genetic Algorithm for hyperparameter optimization of a CNN☆13Nov 3, 2020Updated 5 years ago
- Adaptive Cooperative Particle Swarm Optimizer☆11Apr 26, 2016Updated 9 years ago
- ☆12Sep 9, 2019Updated 6 years ago
- This is a repository of code and experiment data for paper <A probability confidence CNN model and its application in mechanical fault di…☆10May 7, 2021Updated 4 years ago
- Multi-objective Simulated Annealing for Hyper-parameter Optimization in Convolutional Neural Networks☆11Feb 4, 2021Updated 5 years ago
- A XAI Framework to provide Contrastive Whole-output Explanation for Image Classification.☆10Jul 28, 2023Updated 2 years ago
- A Python library for extraction water areas as shapefile extension from Sentinel 2A Satellite Images.☆10Jun 20, 2021Updated 4 years ago
- Biometric systems have become a major part of research due its application of identification. Code provides a multimodal biometric system…☆11Aug 16, 2016Updated 9 years ago
- ☆11Aug 12, 2022Updated 3 years ago
- Comparative Analysis of CNN, RNN and HAN for Text Classification with GloVe Data Model☆11May 4, 2019Updated 6 years ago
- Automatically segment the liver and liver tumors in CT scans with 3D-UNET☆15Jun 8, 2022Updated 3 years ago
- Multivariate Electricity Consumption Prediction with Extreme Learning Machine☆10Jun 25, 2018Updated 7 years ago
- This project aims to perform waterbodies segmentation of Toushka lakes, located in the southern desert of Egypt. The segmentation task is…☆12Oct 2, 2024Updated last year
- Explainable AI for Prostate MRI☆10Jul 1, 2023Updated 2 years ago
- Transfer learning on Inception-v3 using the BreakHis dataset.☆11Dec 5, 2018Updated 7 years ago
- This project is created in order to compare the differences between the convolutional neural network with and without Gabor's feature ext…☆11Nov 3, 2020Updated 5 years ago
- ✔👉A Centralized WebApp to Ensure Road Safety by checking on with the activities of the driver and activating label generator using NLP.☆19Jun 18, 2022Updated 3 years ago
- Using CNN for classifying 101 different food categories - using VGG16, Alex Net and SVM☆10Jan 6, 2020Updated 6 years ago
- DEA Waterbodies is a product that maps and monitors open waterbodies across Australia. Once a polygon set has been generated correspondin…☆14Jan 24, 2023Updated 3 years ago
- Official repository of the paper "Explainable Deep Learning Methods in Medical Image Classification: A Survey", ACM Computing Surveys (CS…☆10Jan 9, 2024Updated 2 years ago
- Achieved a jaccard index of 0.75 with 100 images.LandCoverNet is a global annual land cover classification training dataset with labels f…☆12Oct 1, 2020Updated 5 years ago
- ☆10Apr 14, 2019Updated 6 years ago
- Package to quantify intra-tumor heterogeneity (ITH) from CT images☆15Oct 14, 2022Updated 3 years ago
- In this repository, I aim at providing theoretical and practical notes for fully understanding Yolo models. Then, I show how to label a d…☆11Aug 22, 2022Updated 3 years ago
- Using SIFT to find keypoint, CNN to extract feature and classify ck and jaffe image☆12Jul 28, 2018Updated 7 years ago
- ☆13Jun 14, 2022Updated 3 years ago
- source code of the article "A problem-specific non-dominated sorting genetic algorithm for supervised feature selection"☆10Feb 7, 2021Updated 5 years ago
- ☆10Oct 14, 2021Updated 4 years ago