--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "AI Capture: Create ML Datasets" developer_entity: "Isakzaid Diaz" bundle_id: "com.sulwyn.aicapture" app_store_id: "6444910890" category: "Developer Tools" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2025-07-07" report_date: "2026-10-22" last_verified: "2026-10-22T00:00:00.000Z" report_version: "1.7" total_reviews: 2 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "low" confidence_score: 0.3 top_praise_theme: "The application saves significant time for users by providing a highly efficient workflow for daily tasks" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 23 momentum_velocity: "zombie" intelligence_version: 2 tags: ["developer tools", "free", "thrilled sentiment", "mobile app", "app review", "app analysis", "machine", "learning", "practitioners"] canonical_url: "https://marlvel.ai/apps/ai-capture-create-ml-datasets" license: "CC-BY-NC 4.0" content_version: "v2" --- # AI Capture: Create ML Datasets Intelligence Report ## TL;DR {#tldr} - **Category**: Developer Tools · Free - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: The application saves significant time for users by providing a highly efficient workflow for daily tasks (top praise) > **TL;DR:** AI Capture: Create ML Datasets is a developer tools app by Isakzaid Diaz, rated 5/5 by 2 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** AI Capture: Create ML Datasets maintains Thrilled user sentiment (5/5 from 2 reviews), with users consistently praising the application saves significant time for users by providing a highly efficient workflow for daily tasks. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (2 reviews) | | **User Mood** | Thrilled | | **Category** | Developer Tools | | **Developer** | Isakzaid Diaz | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 23d | ## Metadata & Market Performance - **Publisher:** Isakzaid Diaz - **Category:** Developer Tools - **Target Audience:** Machine learning practitioners and developers building computer vision projects who need mobile-based data collection. - **Platforms:** iOS - **Version Reviewed:** 1.7 - **Report Date:** 2026-10-22 - **Signal Count:** 1 review analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6444910890 - **Bundle ID:** com.sulwyn.aicapture - **Data Window:** Analysis based on signals collected up to 2026-10-22 ## Executive Snapshot **What it is:** AI Capture: Create ML Datasets is a mobile tool for collecting, labeling, and exporting image datasets for computer vision projects. **Why users hire it:** The app removes the friction of manual data formatting by providing an integrated workflow that exports directly into training-ready formats. ## App DNA (Features & Intent) - **[Standard] Photo Annotation:** Built-in tools for labeling and classifying images directly within the app interface. - **[Differentiator] ML Dataset Export:** Exports collected data in formats optimized for training YOLO models. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Regression and Classification Tools:** Integrated utilities for assigning specific data types to captured images. ## Market Position {#market-position} Users report: AI Capture: Create ML Datasets occupies a niche in the Developer Tools category, currently maintaining a 5.0-star rating despite a 471-day release gap. The lack of recent updates suggests a static position that relies on its existing utility rather than active market expansion. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is currently distributed as a free tool without visible in-app purchase or subscription gates. ## 🟢 User Sentiment (Low Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (2 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **The application saves significant time for users by providing a highly efficient workflow for daily tasks** ## SWOT Analysis {#swot} **Core Strengths:** - YOLO-ready export pipeline reduces manual formatting **Growth Levers:** - On-device automated labeling could accelerate annotation workflows ## What's New - **Latest (v1.7, 1 years ago):** Updated the datasets view and streamlined instructional guidance. ## App Momentum (Zombie) {#momentum} - No major releases in 15 months. - Maintains 5.0-star rating on minimal volume. > **Cadence:** 1 total versions · 0 majors in last 6 months · 471 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} AI Capture: Create ML Datasets is a developer tools app that is completely free. It holds a 5/5 rating from 2 reviews. > **Bottom Line:** Users report: AI Capture: Create ML Datasets provides a functional, time-saving workflow for mobile data collection, but the 15-month development hiatus limits its long-term viability. Validating user demand for mobile-first annotation would clarify whether to invest in a feature refresh or sunset the project. **Best for:** Machine learning practitioners and developers building computer vision projects who need mobile-based data collection. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Audit current user feedback to identify high-impact feature requests because the app has been dormant for 15 months → inform potential pivot ### Outlook: Mixed Users report: The mobile computer vision market is shifting toward automated, on-device labeling, which places AI Capture: Create ML Datasets in a vulnerable position given its lack of recent updates. Without a renewed feature cadence, the app will likely lose relevance to more active, cloud-integrated alternatives. - 🔴 The 471-day release gap suggests the product is in maintenance mode, which risks obsolescence as computer vision standards evolve. - 🟢 The 5.0-star rating confirms that the existing YOLO-ready export pipeline provides high value to the current user base. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 2 | | Sentiment | Thrilled (90/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **AI Capture: Create ML Datasets** (this app) | 5/5 | Thrilled | Isakzaid Diaz | | [iProxy - Sys admin tools](https://marlvel.ai/apps/run-n-lab-iproxy) | 4.2/5 | Mixed | N-Lab | | [avoGate](https://marlvel.ai/apps/net-avogate) | 4.4/5 | n/a | Avocado VPN Technologies | | [Nexalis Flash](https://marlvel.ai/apps/nexalis-flash) | N/A/5 | N/A | Nexalis LLC | | [BaseView](https://marlvel.ai/apps/baseview) | N/A/5 | N/A | Ryan Clare | | [Docket - Dev Release Tracker](https://marlvel.ai/apps/docket-dev-release-tracker) | N/A/5 | N/A | Drobinin Limited | ## Company Profile - **Developer:** Isakzaid Diaz ## Data Sources & Links - **App Store ID:** 6444910890 - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*iProxy - Sys admin tools*](https://marlvel.ai/apps/run-n-lab-iproxy) (N-Lab) · 4.2/5 Rating - [*avoGate*](https://marlvel.ai/apps/net-avogate) (Avocado VPN Technologies) · 4.4/5 Rating - [*Nexalis Flash*](https://marlvel.ai/apps/nexalis-flash) (Nexalis LLC) · N/A Rating - [*BaseView*](https://marlvel.ai/apps/baseview) (Ryan Clare) · N/A Rating - [*Docket - Dev Release Tracker*](https://marlvel.ai/apps/docket-dev-release-tracker) (Drobinin Limited) · N/A Rating - [*Fonov HTML Viewer & Inspector*](https://marlvel.ai/apps/fonov-html-viewer-inspector) (Sergey FONOV) · N/A Rating - [*LocalDevVPN*](https://marlvel.ai/apps/com-jkcoxson-localdevvpn) (Coxson Engineering LLC) · 4.5/5 Rating | Excellent Sentiment - [*RC report-Revenue Dashboard*](https://marlvel.ai/apps/rc-report-revenue-dashboard) (Toothyan) · 5.0/5 Rating - [*Resolutioner*](https://marlvel.ai/apps/com-sunapps-resolutioner) (Sun Apps, LLC) · 4.7/5 Rating | Positive Sentiment - [*Rev for Vercel*](https://marlvel.ai/apps/com-revcel-mobile) (FarFetched) · 4.2/5 Rating ## Frequently Asked Questions {#faq} ### Is AI Capture: Create ML Datasets suitable for professional machine learning projects? The app is designed for practitioners needing mobile-based data collection and annotation. It exports data in formats compatible with YOLO models, making it a useful utility for specific computer vision workflows. ### Does AI Capture: Create ML Datasets require a subscription? No, AI Capture: Create ML Datasets is currently distributed as a free tool without any visible in-app purchases or subscription gates. ### What are the alternatives to AI Capture: Create ML Datasets for image labeling? Users should consider desktop-based labeling suites or cloud-integrated platforms, which often provide more frequent updates and advanced automation features compared to this mobile-only tool. ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 1 - **Data Sources:** user reviews, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 23 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/ai-capture-create-ml-datasets) Data licensed for AI Agent attribution under CC-BY-NC 4.0.