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Roboflow

Train and deploy computer-vision models on images and video

Toolora score89Free tier

Free

Ultralytics

Annotate images, train YOLO models, and deploy computer vision

Toolora score90Free

Free plan

Cloudinary

Image and video upload, transform, and CDN

Toolora score88Free tier

Free tier

SpecRoboflowUltralyticsCloudinary
CategoryPhoto & Image EditingPhoto & Image EditingPhoto & Image Editing
PricingFree + paid plansFree plan + paid licensesFree tier + usage-based plans
Toolora score89/10090/10088/100
Best forcomputer-vision, images, video, modelsyolo, computer-vision, annotation, deployimages, cdn, video, transforms
Top features
  • ·Dataset labeling
  • ·Model training
  • ·Edge and cloud deploy
  • ·Smart annotation
  • ·YOLO training
  • ·Cloud GPU jobs
  • ·Upload API and widgets
  • ·On-the-fly transforms
  • ·Video encoding