EspressFlowCV vs Espremo

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.

Espremo is a friendly maintenance companion for prosumer espresso machines. I know your setup, I keep track of what's due, and I'll tap you on the shoulder when it's time to take care of your machine. TUNED TO YOUR MACHINE Espremo adapts the schedule to your machine's group type, boiler layout and quirks whether you brew on a Lelit, La Marzocco, Breville, Rocket, ECM, Profitec, Gaggia, Rancilio or one of a hundred other models. Machines that handle a task themselves (Breville Oracle, we see you) get quietly skipped. EVERYTHING YOU NEED, IN ONE PLACE • Backflush cycles, water and detergent, paced for your group • Descaling, cadence set by your water hardness • Shower screen, group gasket and portafilter care • Water filter and softener replacement, matched to your setup • Grinder burr care, flat or conical, tuned to your shot volume • Deep clean and pro service reminders for lever and commercial rigs Every task comes with step-by-step instructions, the materials required, and honest warnings about the stuff that's easy to get wrong. MADE FOR THE WAY YOU ACTUALLY BREW • Setup in four quick questions: which machine, how many shots a day, what water, what you already track • Tap once to mark a task done, undo with another tap • Reminders land at the time of day you choose • Complete history per task shows how consistent your ritual really is (or isn't) • Change your machine or water hardness later, the schedule re-tunes automatically BASED ON 100+ MAINTENANCE GUIDES Every recommendation traces back to manufacturer service docs, home barista communities, and independent repair specialists. Unusual setup, a plumbed-in softener, a rebuilt group, a decade of daily doubles, covered. Dial in your ritual. I'll handle the reminders.