augmentations
There are 24 repositories under augmentations topic.
bknyaz/sgg
Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.
AlexanderVNikitin/tsgm
Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets)
mjkvaak/ImageDataAugmentor
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
chogovadze/Deep-Illuminator
Deep Illuminator is a data augmentation tool designed for image relighting. It can be used to easily and efficiently generate a wide range of illumination variants of a single image.
yukimasano/single-img-extrapolating
Repo for the paper "Extrapolating from a Single Image to a Thousand Classes using Distillation"
Lallapallooza/fast-audiomentations
⚡ Blazing fast audio augmentation in Python, powered by GPU for high-efficiency processing in machine learning and audio analysis tasks.
OniroAI/Universal-segmentation-baseline-Kaggle-Airbus-Ship-Detection
This repo contains full solution for the challenge: from datasets creation to training and creating submit file. Moreover it can be used as a universal high-quality baseline solution for any segmentation task.
RussianNLP/rutransform
RuTransform: python framework for adversarial attacks and text data augmentation for Russian
shiranzada/pure-noise
Official implementation for "Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images" https://arxiv.org/abs/2112.08810
sumukhaithal6/pgdl
Runner Up Solution for the NeurIPS 2020 Competition - "Predicting Generalization in Deep Learning"
StanfordMIMI/siaug
Repository for the paper "Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays"
hakanaktas1/aug-tool
Aug Tool is a Python library available on PyPI that simplifies image data augmentation for machine learning tasks, compatible with TensorFlow, PyTorch, and the YOLO library.
MamatShamshiev/Kaggle-APTOS-2019-Blindness-Detection
Source code of top 3% solution for the Kaggle APTOS 2019 Blindness Detection challenge.
MehmetOKUYAR/Augmentation_for_Yolo_labeling
Augmentation yolo format txt and images
chamorajg/learned-data-augmentation
VAE learned on augmented data to improve generalization.
uselessai/person-reidentification
State-of-the-art https://arxiv.org/abs/2302.09119 https://intranet.matematicas.uady.mx/journal/index.php?c=50
ArseniyTy/FaceLandmarkDetection
2D facial landmarks detection with neural networks
supervisely-ecosystem/imgaug-studio
Explore and build ImgAug augmentations with Supervisely
EranYermiyahu/FeelMyText
our objective is to create a reliable dataset by employing data augmentation algorithms. Using this improved GoEmotion dataset, we trained a transformer model with the ability to understand emotions from a given text.
hannah0wang/yolov8_custom_object_detection
This project focuses on optimizing overpass detection using YOLOv8. It involves training the model with a custom dataset created from synchronized dashcam footage and GPS data. The objective is to refine the model's accuracy in identifying overpasses, enabling precise determination of vehicle location and timing during these instances.
numq/Augmenta
Local web application providing API and UI for image augmentation, based on the albumentations library
pxl-th/Augmentations.jl
Simple image augmentation library
supervisely-ecosystem/create-trainset-for-smarttool
UI to prepare training data for SmartTool inside Supervisely platform