Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Albumentations	13,343	64	273	15 days ago	53	June 10, 2023	391	mit	Python
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
Pytorch Toolbelt	1,458	1	6	3 months ago	27	June 27, 2022	2	mit	Python
PyTorch extensions for fast R&D prototyping and Kaggle farming
Random Erasing	697			6 months ago			11	apache-2.0	Python
Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST
Dataaugmentationforobjectdetection	609			4 years ago			19	mit	Jupyter Notebook
Data Augmentation For Object Detection
Copy Paste Aug	306			2 years ago			6	mit	Jupyter Notebook
Copy-paste augmentation for segmentation and detection tasks
Data_augmentation_zoo_for_object_detection	186			4 years ago			n,ull		Python
Includes: Learning data augmentation strategies for object detection \| GridMask data augmentation \| Augmentation for small object detection in Numpy. Use RetinaNet with ResNet-18 to test these methods on VOC and KITTI.
Kaggle Global Wheat Detection	104			3 years ago			1	apache-2.0	Python
9th Place Solution of Kaggle Global Wheat Detection
Deep_utils	95			3 months ago	83	December 06, 2023	6	mit	Python
An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!
Visdrone2018	77			6 years ago			4		Python
ECCV2018(Challenge-Object Detection in Images)
Keras Mobile Detectnet	64			5 years ago			4	mit	Python
Fast Object Detector for the Jetson Nano

Alternatives To Dataaugmentationforobjectdetection

Select To Compare

Albumentations ⭐ 13,343

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

dependent packages 273total releases 53most recent commit 15 days ago

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

dependent packages 6total releases 27most recent commit 3 months ago

Random Erasing ⭐ 697

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

most recent commit 6 months ago

Dataaugmentationforobjectdetection ⭐ 609

Data Augmentation For Object Detection

most recent commit 4 years ago

Copy Paste Aug ⭐ 306

Copy-paste augmentation for segmentation and detection tasks

most recent commit 2 years ago

Data_augmentation_zoo_for_object_detection ⭐ 186

Includes: Learning data augmentation strategies for object detection | GridMask data augmentation | Augmentation for small object detection in Numpy. Use RetinaNet with ResNet-18 to test these methods on VOC and KITTI.

most recent commit 4 years ago

Kaggle Global Wheat Detection ⭐ 104

9th Place Solution of Kaggle Global Wheat Detection

most recent commit 3 years ago

Deep_utils ⭐ 95

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

total releases 83most recent commit 3 months ago

Visdrone2018 ⭐ 77

ECCV2018(Challenge-Object Detection in Images)

most recent commit 6 years ago

Keras Mobile Detectnet ⭐ 64

Fast Object Detector for the Jetson Nano

most recent commit 5 years ago

Suggest An Alternative To DataAugmentationForObjectDetection

Alternative Project Comparisons

Dataaugmentationforobjectdetection vs Albumentations

Dataaugmentationforobjectdetection vs Pytorch Toolbelt

Dataaugmentationforobjectdetection vs Random Erasing

Dataaugmentationforobjectdetection vs Copy Paste Aug

Dataaugmentationforobjectdetection vs Data_augmentation_zoo_for_object_detection

Dataaugmentationforobjectdetection vs Kaggle Global Wheat Detection

Dataaugmentationforobjectdetection vs Deep_utils

Dataaugmentationforobjectdetection vs Visdrone2018

Dataaugmentationforobjectdetection vs Keras Mobile Detectnet

Popular Augmentation Projects

Imgaug ⭐ 13,682

Image augmentation for machine learning experiments.

dependent packages 141total releases 11latest release February 05, 2020most recent commit 9 months ago

Augmentor ⭐ 4,973

Image augmentation library in Python for machine learning.

dependent packages 8total releases 24latest release April 27, 2022most recent commit 6 months ago

Sketch Code ⭐ 4,714

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

most recent commit a year ago

Nlpaug ⭐ 3,825

Data augmentation for NLP

dependent packages 29total releases 37latest release July 07, 2022most recent commit a year ago

Stylegan2 Pytorch ⭐ 3,147

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

dependent packages 2total releases 146latest release July 19, 2022most recent commit 2 years ago

Popular Object Detection Projects

Yolov5 ⭐ 44,755

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

dependent packages 2total releases 3latest release June 08, 2022most recent commit 3 months ago

Mmdetection ⭐ 26,886

OpenMMLab Detection Toolbox and Benchmark

dependent packages 31total releases 52latest release October 12, 2023most recent commit 3 months ago

Mask_rcnn ⭐ 23,745

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

total releases 5latest release March 05, 2019most recent commit 4 months ago

Darknet ⭐ 21,048

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

most recent commit 6 months ago

Deep Learning For Image Processing ⭐ 18,759

deep learning for image processing including classification and object-detection etc.

most recent commit 5 months ago

Popular Machine Learning Categories

Natural Language Processing

Neural Network

Neural

Computer Vision

Convolutional Neural Networks

Opencv