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The Top 23 Deep Learning Augmentation Open Source Projects

Open source projects categorized as Deep Learning Augmentation
Categories > Machine Learning > Augmentation
Categories > Machine Learning > Deep Learning
Adversebinet ⭐ 19
Improving Document Binarization via Adversarial Noise-Texture Augmentation
most recent commit 5 years ago
Squad2.q Augmented Dataset ⭐ 19
Augmented version of SQUAD 2.0 for Questions
most recent commit 5 years ago
Multiscale Cnn Classifier ⭐ 19
Reproduce GTSRB results of classic deep learning papers.
most recent commit 3 years ago
Memae Tf2 ⭐ 19
TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"
most recent commit a year ago
Discolight ⭐ 18
discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨
total releases 6most recent commit 3 years ago
Temporal Augmentation ⭐ 17
Temporal augmentation with two-stream ConvNet features on human action recognition
most recent commit 7 years ago
Unconventional Wisdom ⭐ 17
[ICBSLP 2018] 6th place solution to Kaggle Bengali Handwritten Higit Recognition
most recent commit 5 years ago
Barrage ⭐ 16
Barrage is an opinionated supervised deep learning tool built on top of TensorFlow 2.x designed to standardize and orchestrate the training and scoring of complicated models.
total releases 21most recent commit 3 years ago
Isic2018 Part3 ⭐ 14
Source code for 'ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection' - Task 3 (Classification)
most recent commit 6 years ago
Ramandatagenerator ⭐ 14
Generator useful to handle Raman spectra data augmentation for deep learning models
most recent commit 8 months ago
Tensormodels ⭐ 14
A python package for Tensorflow. It has the right level of abstraction needed to built state-of-the-art deep learning models. Tensormodels also provides queues for data prefetching, so you don't have to use Tensorflow data queues and you can write custom data augmentation functions. It also allows training on multi-gpus without any change in code.
most recent commit 8 years ago
Pytorch Finetuner ⭐ 13
most recent commit 5 years ago
Dab ⭐ 11
Data Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ
most recent commit 3 years ago
3d Voxeldatagenerator ⭐ 11
Python generator for voxel data augmentation
most recent commit 6 years ago
Dsbn_aistats2015 ⭐ 11
The Matlab Code for the AISTATS 2015 paper "Learning Deep Sigmoid Belief Network with Data Augmentation"
most recent commit 9 years ago
Humpback Whale Identification ⭐ 10
Kaggle Humpback whale identification: 2xGPU Data augmentation + FP16 mixed precision training
most recent commit 5 years ago
Data Augmentation For Object Detection ⭐ 10
Data Augmentation For Object Detection using Pytorch and PIL
most recent commit 4 years ago
Audionet ⭐ 10
A deep model for speech recognition via Keras(front_end) and TensorFlow(back_end).
most recent commit 4 years ago
Behavioral Cloning ⭐ 9
Deep Learning to Clone Driving Behavior
most recent commit 7 years ago
Detecting Brain Hemorrhage In Computed Tomography Ct Imaging ⭐ 9
Computer Vision Model in PyTorch that detects Brain Hemorrhage in Computed Tomography (CT) imaging
most recent commit 5 years ago
Fetal Mri Segmentation ⭐ 9
Total Body and Brain 3D Segmentation in Fetal MRI scans
most recent commit 5 years ago
Prml ⭐ 9
Multimodal Fully Convolutional Neural networks for Semantic Segmentation.
most recent commit 3 years ago
Prinumco ⭐ 8
Algorithmically generating Bengali digits and classification using MobileNetV2 for Bangladeshi license plate detection
most recent commit 3 years ago
Popular Machine Learning Categories
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