# EspressFlowCV

> AI-powered espresso shot analysis for home baristas and coffee enthusiasts. (iPhone/iPad app by Aniruddha Chiplunkar.)

- Source: https://appshunter.io/ios/app/espressflowcv/id6752672599 (this page in markdown: same URL + `.md`)
- Developer: [Aniruddha Chiplunkar](https://appshunter.io/developer/1840508841)
- Category: Food & Drink
- Price: Free
- Rating: 5.00/5 from 1 App Store ratings
- Age rating: 4+
- Requires: iOS 16.0 · 4 MB
- Languages: American English
- Released: 2025-09-19
- Data updated: 2026-06-01
- Monetization: free
- User reviews in markdown: https://appshunter.io/ios/app/espressflowcv/id6752672599/reviews.md

## What is EspressFlowCV?

Perfect your espresso shots with computer vision and machine learning. Turn your iPhone into a professional espresso analyzer! EspressFlowCV uses advanced computer vision and machine learning to evaluate your espresso shots in real-time, helping you brew consistently perfect coffee.

How It Works

Record: Capture a 22-second video of your espresso extraction
Analyze: Our model examines flow patterns, timing, and extraction quality
Learn: Get instant feedback - "Good" or "Under-extracted" with confidence scores, along with barista feedback
Track: Build your personal espresso journal with detailed shot history

Key Features

- Real-time Analysis - Advanced Random Forest ML model trained on hundreds of shots
• Instant Results - Know your extraction quality in seconds
• Shot History - Track your progress with beautiful charts and statistics
• Privacy First - All your data stays on your device
• No Accounts - Start analyzing immediately, no signup required
• Offline Capable - View history and stats without internet

Perfect For

- Home Baristas wanting to improve consistency
- Coffee Enthusiasts tracking extraction experiments
- Café Owners training staff on optimal extraction
- Anyone serious about espresso quality

The Science

Our computer vision algorithm analyzes:

- Flow rate and consistency
- Extraction timing patterns
- Visual stream characteristics
- Color development over time

Combined with machine learning trained on expert-classified shots, you get professional-level analysis in your pocket.

Why EspressFlowCV?

Accurate: 91% classification accuracy on test data
Fast: Results in under 30 seconds
Private: Your shots never leave your device
Simple: Just point, record, and learn
Proven: Built by coffee enthusiast using real-world data

Pro Tips Included

Built-in guidance for:

- Optimal recording angle and distance
- What to look for in good vs. under-extracted shots
- How to use results to improve your technique
- Troubleshooting common extraction issues

Your Privacy Matters

- Videos processed securely then immediately deleted
• Shot history stored only on your device
• No tracking, no ads, no data collection
• Complete control over your coffee data

Download now and start brewing better espresso today!

Requires iPhone with camera. Works with all espresso machines and setups.

## Key features

- Real-time espresso shot analysis
- Computer vision and ML evaluation
- Instant feedback on extraction quality
- Personal espresso shot journal
- Offline analysis and history
- Privacy-focused, no accounts needed


## Frequently asked questions about EspressFlowCV

### What is EspressFlowCV?

EspressFlowCV is a free iPhone app that uses computer vision and machine learning to analyze your espresso shots in real-time. It provides instant feedback on extraction quality and helps you track your brewing progress.

### How accurate is EspressFlowCV?

EspressFlowCV boasts a 91% classification accuracy on test data, providing reliable insights into your espresso extraction. The app uses an advanced Random Forest ML model trained on hundreds of expert-classified shots.

### Does EspressFlowCV have ads?

No, EspressFlowCV is completely ad-free. The app prioritizes user privacy and does not contain any advertisements or data collection.

### Can I use EspressFlowCV offline?

Yes, EspressFlowCV is offline capable. You can view your shot history and statistics without an internet connection after the initial analysis.

### What devices does EspressFlowCV support?

EspressFlowCV is designed for iPhone and requires a camera. It works with all espresso machines and setups.

### How often is EspressFlowCV updated?

The latest version of EspressFlowCV is 1.1, which was last updated on September 20, 2025. Updates typically focus on improving analysis accuracy and user experience.

### Is EspressFlowCV suitable for beginners?

Yes, EspressFlowCV is suitable for beginners and experienced baristas alike. It includes pro tips and guidance on optimal recording techniques and understanding extraction results.

### What kind of feedback does EspressFlowCV provide?

EspressFlowCV provides instant feedback such as 'Good' or 'Under-extracted' with confidence scores. It also offers barista-style feedback based on the analysis of flow patterns, timing, and extraction quality.

## Version history (last 2 releases)

### 1.1 — 2025-09-20

• Fixed critical issue where shot history could be lost
   • Improved data persistence and app stability
   • Bug fixes and performance improvements

### 1.0 — 2025-09-19

No release notes.

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-06-01.*