ML Trainer vs WebTraffic
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.
WebTraffic
This tool helps mobile web developers analyze real-time network activity. It displays data sent and received, allowing inspection of how webpages transfer information. Supports various resource types and data formats for detailed examination.
- Real-time network activity display
- Analyze data sent and received
- Examine resource transfers
- Support for XMLHttpRequest and Fetch
- Preview of various data formats
- Search and sort network requests
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A lightweight front-end developer tool for mobile web page. The WebTraffic displays real-time network activity of webpage, showing data sent and received. The WebTraffic lets you examine how and when your webpage transfers data. • XMLHttpRequest, Fetch, image, img, css, icon, video, audio • Request/response headers • POST data • Json, Javascript, Text, video (mp4, m3u8, ts), audio, picture (webp, jpeg, png, gif) preview • Search, Sort
Screenshots
Verdict
The clearest difference is update cadence: WebTraffic at every 3 days against ML Trainer's every 55 months. WebTraffic also leads on chart position (#144 vs unranked). ML Trainer's advantage is price ($0.99 vs $2.99). On rating, ratings volume, ads and in-app purchases 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 WebTraffic $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 WebTraffic. Both are backed by a comparable volume of ratings — 2 and 3 respectively.
ML Trainer ships an update every 55 months, WebTraffic every 3 days. The most recent releases landed on September 21, 2026 and September 14, 2026 respectively.
| Parameter | ML Trainer | WebTraffic |
|---|---|---|
| Price | $0.99 — better | $2.99 |
| Rating | 5.0 (2 ratings) | 5.0 (3 ratings) |
| Positive reviews | — | 83.3% of reviews |
| Number of ratings | 2 | 3 — better |
| Update frequency | Every 55 months | Every 3 days — better |
| Ads | No | No |
| In-app purchases | No | No |
| Monetization | Paid | Paid |
| Best chart rank | — | #144 — better |
| Devices | iPhone, iPad, iPod | iPhone, iPad, iPod |
| Requires iOS | 14.0 | 14.0 |
| Further details — not scored | ||
| Size | 9 MB | 2 MB |
| Age rating | 4+ | 17+ |
| Developer | Casey Pollock | 北京伊码网络科技有限公司 |
Customer experience
ML Trainer
WebTraffic
In-app purchases
ML Trainer
No in-app purchases
WebTraffic
No in-app purchases
Questions
Is ML Trainer free?
Is WebTraffic free?
Which has better reviews, ML Trainer or WebTraffic?
Do ML Trainer or WebTraffic have ads?
Which is updated more often, ML Trainer or WebTraffic?
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