ML Trainer vs HandyTabs
Price, ratings, monetisation and update history for both apps, side by side — with what reviewers say about each.
ML Trainer
Easily create training data for machine learning image classification models. Capture thousands of images with adjustable settings for speed and accuracy, then export them for use with popular development tools.
- Capture images for ML training data
- Adjustable scan speed and frame count
- Low light enhancement with flashlight
- Export images to Photos app
- Compatibility with CreateML, TensorFlow, Azure ML
- Accuracy aids like crosshairs and guides
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Creating original training data for Image Classification machine learning models just got a little easier! ML Trainer allows developers to quickly capture and export thousands of images to the Photos app, allowing every image to be imported with iCloud or the built in Image Capture app on Mac. Press the Scan button to capture a preset amount of images as you move closer to or pivot around your subject, or Tap the Camera button to capture a single picture. Toggle the Flashlight to improve results in low light conditions, and tap the Save button to export any captured images to the Photos app. While each image is always captured at a speed of 3 Frames Per Second, you can adjust the Frame Count of each Scan in the Settings Menu. A larger Frame Count will save you time, while a lower Frame Count will help improve accuracy across different angles. Enabling Crosshairs and Guides in the Settings Menu can also help improve accuracy. This app was specifically designed to speed up the process of importing data into the Xcode Developer Tool named CreateML. Exported images should also be compatible with other platforms like TensorFlow and Azure Machine Learning. A wired connection to a macOS device with the Image Capture app open will always be the fastest way to import your data to desktop.
HandyTabs
This app provides quick access to essential digital platforms and analytics for creators, developers, and designers. It offers a customizable tab system, optimized mobile views for non-mobile-friendly sites, and direct access to royalty-free music from YouTube Studio.
- Access digital analytics (YouTube, Google Analytics)
- Monitor app performance and monetization
- Optimized mobile view with zoom
- Customizable tab selection
- Direct royalty-free music download
- Support for developer and creator platforms
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HandyTabs: Elevate Your Digital Command Center Discover a world where efficiency meets innovation with HandyTabs. Tailored for Content Creators, Developers, Designers, and Crypto Enthusiasts, our app redefines the way you interact with your essential online platforms. Key Features: Analytics at Your Fingertips: Instantly access and scrutinize your digital metrics. From YouTube Studio insights to Google Analytics, HandyTabs puts data-driven decision-making in the palm of your hand. Performance Monitoring Made Easy: Keep a pulse on your app's monetization, track ad performance, and monitor app builds and metadata. HandyTabs simplifies these tasks, allowing you to focus on what you do best. Optimized Mobile Experience: We understand the challenge of navigating non-mobile-friendly sites. HandyTabs resolves this with a default zoom-out feature for a desktop-like view and customizable zoom settings per site. Customizable Tab Selection: Your workflow is unique, and HandyTabs adapts to it. Personalize your tabs to have the tools you need in the order you prefer. Broad Spectrum Support: For Content Creators: Manage your YouTube and Twitch channels, oversee Google AdSense accounts, and more. For Developers: Access App Store Connect, Firebase, Google AdMob, Apple Ads, and RevenueCat with ease. For Designers: Explore and share on Dribbble, Behance, and Pinterest. For Crypto Enthusiasts: Stay updated with Coin Market Cap and other key crypto platforms. Royalty-Free Music Access: Download Directly from YouTube Studio HandyTabs simplifies your creative process by providing direct access to a vast library of royalty-free music available in YouTube Studio. Perfect for Content Creators looking to enhance their videos with high-quality, copyright-free soundtracks. With HandyTabs, downloading the perfect track for your project is just a few taps away – free and legal. We Listen to You: Your suggestions fuel our innovation. If there's a feature or site you desire, reach out to us. Together, we can make HandyTabs even better. Step into the future of professional digital management with HandyTabs – where analytics and performance monitoring are just a tap away.
Screenshots
Verdict
The clearest difference is ads: ML Trainer at none against HandyTabs's shown. ML Trainer also leads on price ($0.99 vs $2.99). HandyTabs's advantage is update cadence (every 8 days vs every 55 months) and iOS requirement (12.0 vs 14.0). On rating, ratings volume, in-app purchases and monetization model 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
ML Trainer costs $0.99 and HandyTabs $2.99 up front. Neither carries in-app purchases, so what you see is what you pay.
On the App Store both sit at effectively the same score — 5.0 for ML Trainer against 5.0 for HandyTabs. Both are backed by a comparable volume of ratings — 2 and 2 respectively.
ML Trainer ships an update every 55 months, HandyTabs every 8 days. The most recent releases landed on October 24, 2026 and October 25, 2026 respectively.
| Parameter | ML Trainer | HandyTabs |
|---|---|---|
| Price | $0.99 — better | $2.99 |
| Rating | 5.0 (2 ratings) | 5.0 (2 ratings) |
| Positive reviews | — | 100.0% of reviews |
| Number of ratings | 2 | 2 |
| Update frequency | Every 55 months | Every 8 days — better |
| Ads | No — better | Yes |
| In-app purchases | No | No |
| Monetization | Paid | Paid |
| Devices | iPhone, iPad, iPod | iPhone, iPad, iPod |
| Requires iOS | 14.0 | 12.0 — better |
| Further details — not scored | ||
| Size | 9 MB | 40 MB |
| Age rating | 4+ | 4+ |
| Developer | Casey Pollock | Amirmahdi Fathi |
Customer experience
ML Trainer
HandyTabs
In-app purchases
ML Trainer
No in-app purchases
HandyTabs
No in-app purchases
Questions
Is ML Trainer free?
Is HandyTabs free?
Which has better reviews, ML Trainer or HandyTabs?
Do ML Trainer or HandyTabs have ads?
Which is updated more often, ML Trainer or HandyTabs?
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