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Open-source Python library for data augmentation (random crops, flips, rotations). Used in image classification tasks.
- Completely free on GitHub
- No enterprise plan
- Community-driven project
Amazon SageMaker feature that runs data augmentation pipelines (e.g. image transformations, synth data). Part of AWS ML workflow.
- Pay for compute & storage
- No free tier beyond trial
- Focus on enterprise ML pipelines
End-to-end data labeling, object detection, and model training platform. Commonly used for ML ops and data augmentation workflows.
- Free dev tier: 5k annotations
- Enterprise: custom usage
- Focus on large annotation pipelines
Open-source training data platform for labeling images, video, text. Offers data augmentation hooks and MLOps integration.
- Community open source
- Enterprise: custom licensing
- Focus on self-hosted labeling
Annotation platform for image and video data. Supports bounding boxes, polygons, segmentation, plus data augmentation add-ons.
- Starter: free limited seats
- Pro: from $15/user/month
- Enterprise: custom usage
Data labeling and weak supervision platform enabling programmatic labeling, data augmentation, and ML workflows.
- Custom enterprise licensing
- No free plan
- Focus on programmatic labeling & MLOps
Open-source library for deep image augmentations. Often used in combination with PyTorch or TensorFlow for CV tasks.
- Completely free, open source
- No enterprise tier
- Community-driven project
Free tool for training custom image classification models locally, with built-in data augmentation. No coding required.
- Free local usage
- No enterprise plan
- Focus on simple image classification solutions
Data labeling platform for computer vision, including object detection, segmentation, and data augmentation. Collaborative web UI.
- Free limited usage
- Paid from $15/user/month
- Enterprise custom deals
MLOps platform for experiment tracking, data augmentation logs, and model registry. Focus on collab ML workflows.
- Free tier: up to 3 team members
- Pro: from $29/month
- Enterprise: custom scale