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The Top 23 Convolutional Neural Networks Data Augmentation Open Source Projects

Open source projects categorized as Convolutional Neural Networks Data Augmentation
Categories > Machine Learning > Convolutional Neural Networks
Categories > Data Processing > Data Augmentation
Unet ⭐ 4,218
unet for image segmentation
most recent commit a year ago
Eda_nlp ⭐ 1,405
Data augmentation for NLP, presented at EMNLP 2019
most recent commit a year ago
Tixcraft_bot ⭐ 1,238
Max搶票機器人(maxbot) help you quickly buy your tickets
most recent commit 3 months ago
Pba ⭐ 400
Efficient Learning of Augmentation Policy Schedules
most recent commit 4 years ago
Deepconvsep ⭐ 397
Deep Convolutional Neural Networks for Musical Source Separation
most recent commit 4 years ago
Tensorflow Mnist Cnn ⭐ 171
MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.
most recent commit 6 years ago
Wb_color_augmenter ⭐ 147
WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
most recent commit a year ago
Mk Tfjs ⭐ 132
Play MK.js with TensorFlow.js
most recent commit 3 years ago
Chainer Cifar10 ⭐ 132
Various CNN models for CIFAR10 with Chainer
most recent commit 5 years ago
All Conv Keras ⭐ 117
All Convolutional Network: (https://arxiv.org/abs/1412.6806#) implementation in Keras
most recent commit 7 years ago
Speech Emotion Classification With Pytorch ⭐ 100
This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.
most recent commit a year ago
Aaltd18 ⭐ 80
Data augmentation using synthetic data for time series classification with deep residual networks
most recent commit 6 years ago
Cutmix ⭐ 77
a Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.
most recent commit 4 years ago
Mrnet ⭐ 44
Implementation of the paper: Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet
most recent commit 5 years ago
Machine_learning_course ⭐ 44
Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)
most recent commit 4 years ago
Brain Tumor Detection ⭐ 39
Brain Tumor Detection Using Convolutional Neural Networks.
most recent commit 5 years ago
Bird_species_classification ⭐ 34
Supervised Classification of bird species 🐦 in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data
most recent commit 4 years ago
All Classifiers 2019 ⭐ 24
A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.
most recent commit 4 years ago
Deepsentipers ⭐ 22
Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"
most recent commit a year ago
Adversarial Automixup ⭐ 21
Official PyTorch(MMCV) implementation of “Adversarial AutoMixup” (ICLR 2024 spotlight)
most recent commit 3 months ago
Deep Chemometrics ⭐ 21
Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)
most recent commit 5 years ago
Gryds ⭐ 20
A Python package for geometric transformations of images for data augmentation in deep learning
most recent commit 5 years ago
Food101 Tensorflow ⭐ 16
🌮 Classify Food Images from the Food-101 Dataset Using Transfer Learning (ResNet50).
most recent commit 6 years ago
Popular Machine Learning Categories
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