πŸ‘€ Ramesh Kumar, 68
βœ…
3
Doses Taken Today
⏳
2
Upcoming Today
❌
0
Missed Today
πŸ“ˆ
87%
Weekly Adherence
πŸ’Š Today's Medication Schedule
βœ“
8 AM
βœ“
12 PM
βœ“
2 PM
β–Ά
6 PM
β—‹
9 PM
πŸ“Š Weekly Adherence
87% adherence
🟒 Taken: 18 πŸ”΄ Missed: 2
🚨 Recent Alerts
πŸ“±
Caregiver Notified
Metformin missed β€” Priya (daughter) alerted
βœ…
Dose Confirmed
Amlodipine 5mg β€” pill scan matched
βž• Add New Medication
πŸ“‹ All Scheduled Medications
πŸ”¬ AI Pill Recognition

Upload a photo of your pill. The AI model analyzes its shape, color, and markings to identify the medication.

πŸ“·

Capture or Upload Pill Photo

Tap to open camera Β· or drag & drop a photo
Supports JPG, PNG

🧠 How AI Recognition Works
Input 224Γ—224 Conv Layers MaxPool Dense Paracetamol 94% Metformin 3% Aspirin 2% Other 1% Softmax Output

The AI vision model analyzes uploaded pill images by detecting edges, colors, shapes, and imprint markings. It returns a structured response with an identified pill name, confidence percentage (0–100%), match status, and a safety recommendation. Recognition runs fully on-device β€” no network connectivity is required.

πŸ“Š Model Performance
Overall Accuracy92.4%
Good Lighting96.1%
Low Lighting84.7%
Angled/Rotated88.3%

Tested on 1,200 image validation set with 47 medication classes.

πŸ‘¨β€πŸ‘©β€πŸ‘§ Caregiver Contacts
πŸ‘©
Priya Kumar (Daughter)
+91 98765 43210 β€’ priya@email.com
Primary
πŸ‘¨β€βš•οΈ
Dr. Anil Sharma
+91 97001 55234 β€’ clinic@drsha.com
Doctor
πŸ”” Alert History
πŸ“±
SMS Sent to Priya
Metformin missed β€” 45 min timeout reached
Today 2:45 PM
πŸ“§
Email to Priya & Dr. Sharma
Weekly adherence report: 87%
Yesterday
βœ…
All Clear β€” No alerts
Patient took all 5 doses correctly
2 days ago
⚑ Simulate Alert

Test the caregiver notification pipeline. This simulates a missed dose alert being triggered after the timeout window.

πŸ”Š

Voice Reminder System

Announces medication name, dosage, and instructions aloud β€” crucial for visually impaired or elderly users

πŸŽ™ Custom Voice Test
0.85Γ—
πŸ“Ÿ Notification Priority Settings
🚨
High-Priority Alarm
Bypasses silent mode β€” for critical medications
πŸ””
Voice Announcement
Text-to-speech on reminder fire
πŸ“³
Vibration Pattern
Distinct haptic pattern per medication type
πŸ”
Repeat Alert
Re-alert every 10 min if not acknowledged
🌐 Cloud Sync Status
☁️
Connected β€” Synced
Last sync: just now β€’ Response time: 342ms
βœ… Schedule synced across all devices
βœ… Caregiver portal: live
βœ… CNN inference: on-device (no connectivity required)
βœ… Backup: localStorage (offline-first)
βœ… Done!