Imgaug Alternatives

Similar projects and alternatives to imgaug

tensorflow

221 182,456 10.0 C++ imgaug VS tensorflow

An Open Source Machine Learning Framework for Everyone
albumentations

28 13,395 8.3 Python imgaug VS albumentations

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
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speechbrain

26 7,869 9.8 Python imgaug VS speechbrain

A PyTorch-based Speech Toolkit
AugLy

14 4,899 6.0 Python imgaug VS AugLy

A data augmentations library for audio, image, text, and video.
YOLO-Mosaic

1 7 0.0 Python imgaug VS YOLO-Mosaic

Perform mosaic image augmentation on data for training a YOLO model
tfaug

2 7 1.8 Jupyter Notebook imgaug VS tfaug

tensorflow easy image augmentation package
autoalbument

1 195 0.0 Python imgaug VS autoalbument

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
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cleanvision

4 921 7.3 Python imgaug VS cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.
png

0 54 0.0 Erlang imgaug VS png

A pure Erlang library for creating PNG images. It can currently create 8 and 16 bit RGB, RGB with alpha, indexed, grayscale and grayscale with alpha images.
Augmentor

1 5,023 0.0 Python imgaug VS Augmentor

Image augmentation library in Python for machine learning.
python-wifi-survey-heatmap

2 315 3.8 Python imgaug VS python-wifi-survey-heatmap

A Python application for Linux machines to perform WiFi site surveys and present the results as a heatmap overlayed on a floorplan

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better imgaug alternative or higher similarity.

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imgaug reviews and mentions

Posts with mentions or reviews of imgaug. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-23.

How to label augmented images for training YOLO algorithm?
2 projects | /r/learnmachinelearning | 23 Mar 2023
Improve Your Deep Learning Models with Image Augmentation
2 projects | dev.to | 5 Apr 2022

There are many good options when it comes to tools and libraries for implementing data augmentation into our deep learning pipeline. You could for instance do your own augmentations using NumPy or Pillow. Some of the most popular dedicated libraries for image augmentation include Albumentations, imgaug, and Augmentor. Both TensorFlow and PyTorch even come with their own packages dedicated to image augmentation.
[N] Facebook AI Open Sources AugLy: A New Python Library For Data Augmentation To Develop Robust Machine Learning Models
5 projects | /r/MachineLearning | 19 Jun 2021

https://github.com/aleju/imgaug This one is way better for image.
[UPDATE!] Recognize trinkets with Isaac Item Recognizer! And also a few useful features in my newest update.
1 project | /r/bindingofisaac | 13 Jun 2021

I have to improve my dataset with more backgrounds featuring obstacles. At the moment I'm working on creating a dataset with both items and trinkets, and I'm planning on using https://github.com/aleju/imgaug which will replace most of the stuff I'm doing with PIL.
Support creation of tf.data.Dataset (data generator) and augmentation for image.
3 projects | /r/tensorflow | 12 Jun 2021

Do you acknowledge that there is ImageDataGenerator and ImgAug?
[P] Albumentations 1.0 is released (a Python library for image augmentation)
4 projects | /r/MachineLearning | 1 Jun 2021

Albumentations no longer uses the imgaug library by default. All previous imgaug augmentations in the library are reimplemented in Albumentations with the same API (but you can still install Albumentations with imgaug if you need the old augmentations).
Bounding boxes do not completely wrap the objects with YOLOv4
1 project | /r/deeplearning | 6 Feb 2021

I would also recommend you to give a try to TensorFlow Object Detection Model - https://github.com/tensorflow/models/tree/master/research/object_detection with augmentation - https://github.com/aleju/imgaug pipeline. The same worked for me in a similar use case where I had to localise logo on documents.
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www.influxdata.com | 26 Apr 2024

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aleju/imgaug is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of imgaug is Python.

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