Comparison

ML Annotator vs AI Capture

Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.

Head to head
About

ML Annotator

This tool facilitates the annotation of images for machine learning tasks like object detection and classification. It supports team collaboration, Apple Pencil for precise drawing, and offers various data export formats. Users can also generate custom iPython notebooks to kickstart model creation.

Highlights
  • Image annotation for ML classifiers
  • Team collaboration for annotation
  • Apple Pencil support for iPad
  • Export training data in multiple formats
  • Generate custom iPython notebooks
  • Training data improvement suggestions
Features
Read full description

ML Annotator allows you to annotate images for use in image segmentation, object detection, video classification and image classification machine learning classifiers. We have many features that make ML Annotator the best way to supercharge your machine learning workflow. - Invite others to your organization so you can annotate the images as a team - Full Apple Pencil support to make annotating super fast if you have an iPad - Download training data in various formats so that you can plug them into your machine learning workflow - Download a custom generate iPython Notebook to provide you with a starting point of how to create a model from your training data - Get suggestions from the app about things that might improve your trainging data

About

AI Capture

This tool simplifies the creation of datasets for machine learning and computer vision projects. It allows users to capture images, assign labels, and export custom datasets for training models. Features include photo annotation, classification, and regression tools to streamline data workflows.

Highlights
  • Image capture for ML datasets
  • Data labeling and annotation
  • Custom dataset export
  • Supports YOLO model training
  • Photo annotation tools
  • Classification and regression tools
Features
Read full description

Accelerate your machine learning and computer vision projects with AI Capture — the fast, intuitive tool for collecting and labeling data. Easily capture images, assign labels, and export custom datasets optimized for training ML models like YOLO. With built-in photo annotation, classification, and regression tools, AI Capture streamlines your entire data workflow. Designed for speed, accuracy, and simplicity, it's the smartest way to build better AI.

Screenshots

ML Annotator4 screens
AI Capture4 screens

Verdict

The call

The clearest difference is rating: AI Capture at 5.0 against ML Annotator's 3.0. AI Capture also leads on review sentiment (100% vs 60%). ML Annotator's advantage is in-app purchases (none vs 4) and update cadence (every 3 days vs monthly). On price, ratings volume and ads there is nothing between them.

Scored on Price · Rating · Positive reviews · Number of ratings · Update frequency · Ads · In-app purchases · Monetization · Best chart rank · Devices · Requires iOS

CostPrice · In-app purchases · Ads · Monetization

Both are free to download. AI Capture sells 4 in-app purchases, starting at $4.99 per month. ML Annotator asks for nothing beyond the download.

ReceptionRating · Positive reviews · Number of ratings

AI Capture holds the better App Store score, 5.0 against 3.0. Both are backed by a comparable volume of ratings — 4 and 2 respectively. Written reviews point the same way: 60% of ML Annotator's written reviews are positive against 100% of AI Capture's.

UpkeepUpdate frequency

ML Annotator ships an update every 3 days, AI Capture monthly. The most recent releases landed on September 22, 2026 and September 23, 2026 respectively.

Scorecard7 real differences · 3 level
ML Annotator versus AI Capture: the parameters behind the verdict, then further details
ParameterML AnnotatorAI Capture
PriceFreeFree
Rating3.0 (4 ratings)5.0 (2 ratings) — better
Positive reviews60.0% of reviews100.0% of reviews — better
Number of ratings4 — better2
Update frequencyEvery 3 days — betterMonthly
AdsNoNo
In-app purchasesNo — betterYes
MonetizationFree — betterFree with in-app purchases
DevicesiPhone, iPad, iPod, Mac — betteriPhone, iPad
Requires iOS15.0 — better18.0
Further details — not scored
Size8 MB20 MB
Age rating4+4+
DeveloperDito Technologies LLCIsakzaid Diaz

Customer experience

ML Annotator

All ratings4 ratings
Positive50.0%
Neutral0.0%
Negative50.0%
Written reviews5 reviews
Positive60.0%
Neutral0.0%
Negative40.0%

AI Capture

All ratings2 ratings
Positive100.0%
Neutral0.0%
Negative0.0%
Written reviews1 reviews
Positive100.0%
Neutral0.0%
Negative0.0%

In-app purchases

None

ML Annotator

No in-app purchases

4 purchases

AI Capture

Subscriptions4
  • Pro Monthly$4.991 Month
  • Pro Monthly$7.991 Month
  • Pro Yearly$29.991 Year
Show 1 more
  • Pro Yearly$59.991 Year

Questions

Is ML Annotator free?
ML Annotator is free to download, with no in-app purchases.
Is AI Capture free?
AI Capture is free to download, with in-app purchases available.
Which has better reviews, ML Annotator or AI Capture?
AI Capture is rated higher. ML Annotator averages 3.0 out of 5 from 4 ratings, while AI Capture averages 5.0 from 2 ratings.
Do ML Annotator or AI Capture have ads?
Neither ML Annotator nor AI Capture shows ads.
Which is updated more often, ML Annotator or AI Capture?
ML Annotator ships an update every 3 days, and AI Capture monthly. Most recently, ML Annotator was updated on September 22, 2026 and AI Capture on September 23, 2026.

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