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Albumentations Alternatives
Similar projects and alternatives to albumentations
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YOLO-Mosaic
Perform mosaic image augmentation on data for training a YOLO model
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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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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labelme2coco
A lightweight package for converting your labelme annotations into COCO object detection format.
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Mask-RCNN-TF2
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0
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BlenderProc
A procedural Blender pipeline for photorealistic training image generation
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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image-statistics-matching
Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation
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cvlib
A simple, high level, easy to use, open source Computer Vision library for Python.
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better albumentations alternative or higher similarity.
albumentations reviews and mentions
Posts with mentions or reviews of albumentations.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-25.
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What are the best programs/scripts for image augmentation of YOLO5 training dataset. Something like roboflow but free)
I think this is the most popular open source project: https://github.com/albumentations-team/albumentations
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Data augmentation PyTorch transforms for object detection data with bounding boxes
The other common one is Albumentations and many modern object detection models perform online augmentation during the training process.
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DATA AUGMENTATION IN NATURAL LANGUAGE PROCESSING
Shuffle Sentences Transform:- it involves the shuffling of sentences in the text to create an augmented version of the original text, this technique can be achieved using the Albumentation package.
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[P] Albumentations 1.0 is released (a Python library for image augmentation)
Full release notes: https://github.com/albumentations-team/albumentations/releases/tag/1.0.0
If you want to know what changed in the latest versions, please refer to the [Release Notes](https://github.com/albumentations-team/albumentations/releases) page.
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A note from our sponsor - #<SponsorshipServiceOld:0x00007f160f9cf7d0>
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Stats
Basic albumentations repo stats
24
11,790
8.9
3 days ago
albumentations-team/albumentations is an open source project licensed under MIT License which is an OSI approved license.
Popular Comparisons
- albumentations VS imgaug
- albumentations VS YOLO-Mosaic
- albumentations VS labelme2coco
- albumentations VS autoalbument
- albumentations VS Mask-RCNN-TF2
- albumentations VS BlenderProc
- albumentations VS ttach
- albumentations VS image-statistics-matching
- albumentations VS cvlib
- albumentations VS SickZil-Machine
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