ML Annotator vs AI Capture
Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.
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.
- 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
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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
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.
- Image capture for ML datasets
- Data labeling and annotation
- Custom dataset export
- Supports YOLO model training
- Photo annotation tools
- Classification and regression tools
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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
Verdict
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
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.
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.
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.
| Parameter | ML Annotator | AI Capture |
|---|---|---|
| Price | Free | Free |
| Rating | 3.0 (4 ratings) | 5.0 (2 ratings) — better |
| Positive reviews | 60.0% of reviews | 100.0% of reviews — better |
| Number of ratings | 4 — better | 2 |
| Update frequency | Every 3 days — better | Monthly |
| Ads | No | No |
| In-app purchases | No — better | Yes |
| Monetization | Free — better | Free with in-app purchases |
| Devices | iPhone, iPad, iPod, Mac — better | iPhone, iPad |
| Requires iOS | 15.0 — better | 18.0 |
| Further details — not scored | ||
| Size | 8 MB | 20 MB |
| Age rating | 4+ | 4+ |
| Developer | Dito Technologies LLC | Isakzaid Diaz |
Customer experience
ML Annotator
AI Capture
In-app purchases
ML Annotator
No in-app purchases
AI Capture
- Pro Monthly$4.991 Month
- Pro Monthly$7.991 Month
- Pro Yearly$29.991 Year
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- Pro Yearly$59.991 Year






