Real-time defect detection and ripeness grading to optimize harvest selection and export compliance. Our Neural Inference Engine identifies 12+ categories of pathologies and phenological stages with surgical precision.
// CLICK ANY IMAGE TO EXPAND — REAL MODEL OUTPUT — NO FILTERS APPLIED
Optimal harvest condition. Ready for market or processing.
Green, not ready. Requires additional maturation time.
Transitional stage. Separate for delayed distribution routes.
Decomposition detected. Immediate rejection required.
Fungal growth present. Cross-contamination risk.
Fungal disease causing sunken lesions. Quarantine protocol.
Physical damage from irregular watering. Reduces shelf life.
Viral disease. Highly contagious — full lot inspection required.
Calcium deficiency disorder. Not contagious but reduces value.
Sun damage causing white/yellow patches. Cosmetic defect.
Image acquisition via industrial vision sensors, IP cameras, or mobile devices. No specialized environment required.
The Neural Engine processes the data in milliseconds, localizing and classifying every individual fruit.
The system issues an autonomous decision (Approve / Monitor / Reject) based on your specific quality thresholds.
Automated generation of batch quality reports (PDF/CSV) for audit trails and export documentation.
Upload your own photos — use images from your current lot for a real-world test
Live detection results — see bounding boxes and classifications in real time
Downloadable PDF report — keep a sample quality report from your own data
No installation required — runs fully in the browser, any device
Want to validate our technology using real data from your facility? Follow these steps to activate your dedicated processing instance:
Email us at contacto@thepezgroup.com with the subject line:
"DEMO — [Your Company Name]"
We will provide a secure link and unique credentials for your organisation within 24 hours.
Upload your own batch photos and receive instant AI analysis with a full downloadable technical report — Free of charge.
Data Security Note: To ensure peak performance and data privacy, we activate isolated processing instances for every client. Your production data remains strictly confidential and is not shared.