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Search results for python augmentation

472 search results found

Imgaug ⭐ 13,682

Image augmentation for machine learning experiments.

Albumentations ⭐ 13,417

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Sketch Code ⭐ 4,714

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

Stylegan2 Pytorch ⭐ 3,147

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

Textattack ⭐ 2,597

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

Torchio ⭐ 1,904

Medical imaging toolkit for deep learning

Torchsample ⭐ 1,829

High-Level Training, Data Augmentation, and Utilities for Pytorch

Unsupervised Data Augmentation (UDA)

Byol Pytorch ⭐ 1,630

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

Audiomentations ⭐ 1,605

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

Pointrcnn ⭐ 1,493

PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

Awesome Python Scientific Audio ⭐ 1,390

Curated list of python software and packages related to scientific research in audio

Lightweight Gan ⭐ 1,368

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

Data Efficient Gans ⭐ 1,231

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

Image Test Time Augmentation with PyTorch!

Torch Audiomentations ⭐ 823

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

AutoML tools chain

📝 This repository recorded my NLP journey.

Voxceleb_trainer ⭐ 719

In defence of metric learning for speaker recognition

Simple Railway Captcha Solver ⭐ 703

實作基於CNN的台鐵訂票驗證碼辨識以及透過模仿及資料增強的訓練集產生器 (Simple captcha solver based on CNN and a training set generator by imitating the style of captcha and data augmentation)

Random Erasing ⭐ 697

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

High-performance Vision library in Python. Scale your research, not boilerplate.

Cutmix Pytorch ⭐ 611

Official Pytorch implementation of CutMix regularizer

Keras Fcn ⭐ 606

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Fixmatch ⭐ 550

A simple method to perform semi-supervised learning with limited data.

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

Dfdc_deepfake_challenge ⭐ 431

A prize winning solution for DFDC challenge

Graphcl ⭐ 417

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

Isda For Deep Networks ⭐ 409

An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.

Long-Term Evolution Project of Reinforcement Learning

Efficient Learning of Augmentation Policy Schedules

Cifar10 Tensorflow ⭐ 395

cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率

Wavaugment ⭐ 374

A library for speech data augmentation in time-domain

Image_augmentor ⭐ 366

Data augmentation tool for images

Textaugment ⭐ 348

TextAugment: Text Augmentation Library

DAGAN: Data Augmentation Generative Adversarial Networks

Library to refactor python code through AST manipulation.

Imagecorruptions ⭐ 321

Python package to corrupt arbitrary images.

Opencv_transforms ⭐ 319

OpenCV implementation of Torchvision's image augmentations

Albumentations_examples ⭐ 318

Augmentations usage examples for albumentations library

Tnscui2020 Seg Rank1st ⭐ 308

This is the source code of the 1st place solution for segmentation task in MICCAI 2020 TN-SCUI challenge.

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

Horizonnet ⭐ 301

Pytorch implementation of HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation.

Brainstorm ⭐ 300

Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"

abyss - augmentation of Hexrays decompiler output

Amdim Public ⭐ 285

Public repo for Augmented Multiscale Deep InfoMax representation learning

A Python package for time series augmentation

Argus Freesound ⭐ 266

Kaggle | 1st place solution for Freesound Audio Tagging 2019

Unetgan ⭐ 266

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

Pytorch Kaggle Starter ⭐ 258

Pytorch starter kit for Kaggle competitions

Pyramidbox ⭐ 256

A Context-assisted Single Shot Face Detector in TensorFlow

Panotti ⭐ 248

A multi-channel neural network audio classifier using Keras

Vision_ui ⭐ 238

UI visual interface for fastai - now compatible with Google Colab

Xview Yolov3 ⭐ 233

xView 2018 Object Detection Challenge: YOLOv3 Training and Inference.

Effective Video Augmentation Techniques for Training Convolutional Neural Networks

Ws Dan.pytorch ⭐ 221

A PyTorch implementation of WS-DAN (Weakly Supervised Data Augmentation Network) for FGVC (Fine-Grained Visual Classification)

Contextdesc ⭐ 218

Implementation of CVPR'19 paper (oral) - ContextDesc: Local Descriptor Augmentation with Cross-Modality Context

Pytorch Deep Learning Template ⭐ 206

A Pytorch Computer Vision template to quick start your next project! 🚀🚀

Model_compression ⭐ 203

PyTorch Model Compression

Virtual adversarial training with Tensorflow

Color Matcher ⭐ 194

automatic color-grading

A library for soundscape synthesis and augmentation

Meshsegnet ⭐ 189

PyTorch version of MeshSegNet for tooth segmentation of intraoral scans (point cloud/mesh). The code also includes visdom for training visualization; this project is partially powered by SOVE Inc.

Torch_videovision ⭐ 188

Transforms for video datasets in pytorch

Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)

A library for augmenting annotated audio data

Face Alignment Mobilenet V2 ⭐ 180

Face Alignment by Mobilenetv2

Stylegan2 ⭐ 171

StyleGAN2 for practice

Tensorflow Mnist Cnn ⭐ 171

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

Tf Lift ⭐ 169

Tensorflow port of LIFT (ECCV 2016), with training code.

Publicly available event datasets and transforms.

Volumentations ⭐ 167

Library for 3D augmentations

Staintools ⭐ 166

Tools for tissue image stain normalisation and augmentation in Python 3

Iciar2018 ⭐ 159

Our solution for ICIAR 2018 Grand Challenge

Learning to Compose Domain-Specific Transformations for Data Augmentation

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

Dl Based Intelligent Diagnosis Benchmark ⭐ 155

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

Pytorch_connectomics ⭐ 151

PyTorch Connectomics: segmentation toolbox for EM connectomics

Al_surface_defect_detection ⭐ 148

My code for Tianchi competition-Aluminum surface defect detection(held by Alibaba Cloud). My final rank is 10/2972(top 0.3%).

Ssl_detection ⭐ 148

Semi-supervised learning for object detection

Augmenty ⭐ 147

Augmenty is an augmentation library based on spaCy for augmenting texts.

Pytorch Image Retrieval ⭐ 147

A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).

Semsegpipeline ⭐ 145

A simpler way of reading and augmenting image segmentation data into TensorFlow

Deep Retrieval ⭐ 139

🌁 Image retrieval using deep learning of global descriptors.

Py Image Dataset Generator ⭐ 139

Get a large image dataset with minimal effort by grabbing image through the web and generate new ones by image augmentation.

Chainer Cifar10 ⭐ 132

Various CNN models for CIFAR10 with Chainer

E2e Joint Face Detection And Alignment ⭐ 131

Easyreg ⭐ 130

an image registration/augmentation/segmentation package

K Neural Api ⭐ 130

K-CAI NEURAL API - Keras based neural network API that will allow you to create parameter-efficient, memory-efficient, flops-efficient multipath models with new layer types. There are plenty of examples and documentation.

Auto Data Science - Python Library.

Resnet On Cifar10 ⭐ 124

Reimplementation ResNet on cifar10 with caffe

Local Loss ⭐ 123

PyTorch code for training neural networks without global back-propagation

Fast Rir ⭐ 122

This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

Contextual_augmentation ⭐ 118

Contextual augmentation, a text data augmentation using a bidirectional language model.

Ti Pooling ⭐ 117

TI-pooling: transformation-invariant pooling for feature learning in Convolutional Neural Networks

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