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LEAFAID AI - Plant Disease Detection App
AI-powered plant disease detection for farmers - scan, diagnose, and treat plant diseases instantly
The Problem
Farmers lose 20-40% of crops to diseases due to late detection and lack of expert knowledge.
The Solution
Mobile app with AI-powered image recognition for instant plant disease diagnosis, treatment recommendations, and agricultural marketplace.
Frontend
Backend
AI/ML
Database
DevOps
Real-time plant disease detection with 98-99% accuracy
Custom CNN ensemble model (EfficientNet + ViT + ConvNeXt)
On-device inference with TensorFlow Lite (<10MB model)
AI chatbot for plant care advice
Disease guide with 39+ plant diseases
Agricultural marketplace integration
Multi-language support for global farmers
Ultimate ensemble model combining 3 architectures
Progressive training pipeline (multi-resolution)
Mobile optimization (quantization + pruning + knowledge distillation)
Mixed precision training for 50% faster training
Advanced augmentation (MixUp, CutMix, AutoAugment)
98-99% disease detection accuracy
<2 second inference time on mobile devices
10,000+ scans processed
90% model size reduction (100MB → <10MB)
Supports 39 plant disease classes
Mobile-first AI application with on-device inference, custom CNN ensemble model, and real-time disease detection capabilities.