augmentation
There are 383 repositories under augmentation topic.
CAP_augmentation
Cut and paste augmentation for object detection and instance segmentation
tta_wrapper
Test Time image Augmentation (TTA) wrapper for Keras model.
face_landmark_dnn
Face Landmark Detector based on Mobilenet V1
Augmentation-PyTorch-Transforms
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
deep_utils
An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!
albumentations-demo
The service for the demonstration of transforms in Albumentations library
SuperMix
Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation
SwAV-TF
TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".
ImageDataAugmentor
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
Ultra-Data-Efficient-GAN-Training
[NeurIPS'21] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang
pydiogment
:mega: Python library for audio augmentation
AugMix_TF2
TF2.0 port for Augmix paper
Luna16
Developing a well-documented repository for the Lung Nodule Detection task on the Luna16 dataset. This work is inspired by the ideas of the first-placed team at DSB2017, "grt123".
Python-Sound-Tool
SoundPy (alpha stage) is a research-based python package for speech and sound. Applications include deep-learning, filtering, speech-enhancement, audio augmentation, feature extraction and visualization, dataset and audio file conversion, and beyond.
AlignMixup_CVPR22
Official Implementation of AlignMixup - CVPR 2022
Cutoff
The source code for the Cutoff data augmentation approach proposed in this paper: "A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation".
Semantic-segmentation-with-MobileNetV3
TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head
synthia
📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python
FeatMatch
PyTorch code for the paper: "FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning"
Keras-augmentation-layer
Keras implementation of layer which performs augmentations of images using GPU.
audioset_augmentor
Sound augmentation using Large-scale audio dataset (Audioset)
image-statistics-matching
Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation
Python-Projects
Portfolio in Python
ODA-Object-Detection-ttA
ODA is a test-time-augmentation(TTA) tool for 2D object detectors. For use in Kaggle competitions.
classification
Catalyst.Classification
torch-time-stretch
Time-stretch audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.
IR-GAN
Augmenting Room Impulse Response
IL2A
PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"
SQUAD2.Q-Augmented-Dataset
Augmented version of SQUAD 2.0 for Questions
DataAugmentationNMT
Data Augmentation for Neural Machine Translation
Document-Image-Augmentation
Document Image Augmentation is tool for Augmenting axis align document images
CutMixImageDataGenerator_For_Keras
Keras implementation of CutMix regularizer
CPCM
This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).
segmentation
Catalyst.Segmentation
imgcrop
Simple image augmentation library focusing on random geometric cropping
Fastai-Deep-Learning-From-the-Foundations-TWiML-Study-Group
Review materials for the TWiML Study Group. Contains annotated versions of the original Jupyter noteboooks (look for names like *_jcat.ipynb ), slide decks from weekly Zoom meetups, etc.