AlexanderVNikitin/tsgm

Generative modeling of synthetic time series data and time series augmentations

Language: Python - Size: 8.18 MB - Last synced: 25 days ago - Pushed: 26 days ago - Stars: 98 - Forks: 13

Lallapallooza/fast-audiomentations

⚡ Blazing fast audio augmentation in Python, powered by GPU for high-efficiency processing in machine learning and audio analysis tasks.

Language: Python - Size: 568 KB - Last synced: about 9 hours ago - Pushed: 5 months ago - Stars: 29 - Forks: 1

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.

Language: Python - Size: 66.5 MB - Last synced: 11 days ago - Pushed: 12 months ago - Stars: 6 - Forks: 0

mjkvaak/ImageDataAugmentor

Custom image data generator for TF Keras that supports the modern augmentation module albumentations

Language: Python - Size: 2.51 MB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 85 - Forks: 27

yukimasano/single-img-extrapolating

Repo for the paper "Extrapolating from a Single Image to a Thousand Classes using Distillation"

Language: Python - Size: 66.2 MB - Last synced: 13 days ago - Pushed: about 1 year ago - Stars: 35 - Forks: 3

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.

Language: Jupyter Notebook - Size: 1.05 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

supervisely-ecosystem/imgaug-studio

Explore and build ImgAug augmentations with Supervisely

Language: HTML - Size: 5.58 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 4.84 MB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 61 - Forks: 7

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.

Language: Python - Size: 3.59 MB - Last synced: 8 months ago - Pushed: over 4 years ago - Stars: 16 - Forks: 4

StanfordMIMI/siaug

Repository for the paper "Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays"

Language: Python - Size: 136 KB - Last synced: 8 months ago - Pushed: 9 months ago - Stars: 5 - Forks: 0

supervisely-ecosystem/create-trainset-for-smarttool

UI to prepare training data for SmartTool inside Supervisely platform

Language: Python - Size: 16.3 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

MehmetOKUYAR/Augmentation_for_Yolo_labeling

Augmentation yolo format txt and images

Language: Python - Size: 8.47 MB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

uselessai/person-reidentification

State-of-the-art https://arxiv.org/abs/2302.09119 https://intranet.matematicas.uady.mx/journal/index.php?c=50

Language: Python - Size: 191 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 2 - Forks: 0

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.

Language: Python - Size: 30.5 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

bknyaz/sgg

Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.

Language: Jupyter Notebook - Size: 21.8 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 99 - Forks: 20

ArseniyTy/FaceLandmarkDetection

2D facial landmarks detection with neural networks

Language: Jupyter Notebook - Size: 15.4 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

Jiawei-Yang/Few-shot-WSI

[ICLR2022] This project hosts the code for the paper: Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning.

Language: Python - Size: 6.94 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 11 - Forks: 1

sumukhaithal6/pgdl

Runner Up Solution for the NeurIPS 2020 Competition - "Predicting Generalization in Deep Learning"

Language: Python - Size: 29.3 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 8 - Forks: 1

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

Size: 1.04 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 0

RussianNLP/rutransform

RuTransform: python framework for adversarial attacks and text data augmentation for Russian

Language: Python - Size: 106 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 8 - Forks: 0

Garvit-32/defect-detection

Language: Python - Size: 40.7 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0

chamorajg/learned-data-augmentation

VAE learned on augmented data to improve generalization.

Language: Python - Size: 21.2 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0

pxl-th/Augmentations.jl

Simple image augmentation library

Language: Julia - Size: 5.86 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

MamatShamshiev/Kaggle-APTOS-2019-Blindness-Detection

Source code of top 3% solution for the Kaggle APTOS 2019 Blindness Detection challenge.

Language: Python - Size: 28.3 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 6 - Forks: 1