Marius-Juston / AutoCNNLinks
This project is the implementation of the "Automatically Designing CNN Architectures Using Genetic Algorithm for Image Classification" paper
☆32Updated last year
Alternatives and similar repositories for AutoCNN
Users that are interested in AutoCNN are comparing it to the libraries listed below
Sorting:
- Code to validate the "Particle swarm optimization of deep neural networks architectures for image classification" paper.☆96Updated 4 months ago
- Generate high quality images for each class even with an imbalanced dataset. An improved version of Balancing GAN.☆41Updated 3 years ago
- USE PSO algorithm to optimize VGG in CIFAR-10 dataset。☆12Updated 5 years ago
- Unofficial implementation of paper “Particle Swarm Optimization for Hyper-Parameter Selection in Deep Neural Networks” using Tensorflow/K…☆30Updated 5 years ago
- Spatial and Channel Attention in CNN Architectures for Image Classification task☆27Updated 5 years ago
- Paper "Optimization of Convolutional Neural Network Using the Linearly Decreasing Weight Particle Swarm Optimization" Program☆11Updated 3 years ago
- Wavelet CNN, Texture Classification in Keras☆54Updated 3 years ago
- Evolving Architectures for Convolutional Neural Networks using the Genetic Algorithm☆28Updated 4 years ago
- This toolbox offers advanced feature selection tools. Several modifications, variants, enhancements, or improvements of algorithms such a…☆32Updated 4 years ago
- Electricity-Theft Detection in Smart Grids☆102Updated 7 years ago
- Denoising images with a Deep Convolutional Autoencoder - Implemented in Keras☆35Updated 6 years ago
- Grey Wolf Optimizer to Minimize Functions with Continuous Variables☆47Updated 2 years ago
- Demonstration on how binary grey wolf optimization (BGWO) applied in the feature selection task.☆35Updated 4 years ago
- GWO☆11Updated 6 years ago
- Using Tensorflow and a Support Vector Machine to Create an Image Classifications Engine☆63Updated 7 years ago
- Particle Swarm Optimizer For Neural Network Training☆58Updated 7 years ago
- GANs for class imbalanced problems☆29Updated 3 years ago
- Using Particle Swarm Optimization (PSO) to Optimize a CNN (Convulsional Neural Network) - using an simple dataset (not using an image dat…☆42Updated 3 years ago
- Demonstration of Particle Swarm Optimization as a training algorithm for Keras neural network models as a gradient-free training alternat…☆34Updated 6 years ago
- Models Supported: Inception [v1, v2, v3, v4], SE-Inception, Inception_ResNet [v1, v2], SE-Inception_ResNet (1D and 2D version with DEMO f…☆35Updated 3 years ago
- Using GreyWolfOptimization for feature selection and multi kernel SVM for classification for Malware Hunting on IoT devices☆44Updated 4 years ago
- This repository contains example of keras-tcn on easy way.☆57Updated 5 years ago
- Variable Length Genetic Algorithm for hyperparameter optimization of a CNN☆12Updated 5 years ago
- Sanitized Grey Wolf Optimizer(SGWO)-Support Vector Regressor (SVR)☆76Updated 3 years ago
- Implementing Genetic Algorithm on K-Means and compare with K-Means++☆64Updated last year
- Learning and Building Convolutional Neural Networks using PyTorch☆218Updated 3 years ago
- Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as …☆74Updated 4 years ago
- GACNN: TRAINING DEEP CONVOLUTIONAL NEURAL NETWORKS WITH GENETIC ALGORITHM☆23Updated 5 years ago
- This toolbox offers 13 wrapper feature selection methods (PSO, GA, GWO, HHO, BA, WOA, and etc.) with examples. It is simple and easy to i…☆283Updated 2 years ago
- An Architecture Combining CNN and SVM for Image Classification☆17Updated 6 years ago