Real‑Time Plant Disease Detection App

Overview

Contributed to Dr. Chashi, a digital‑farming platform, by improving its real‑time plant disease detection capability.

Key contributions

• Fine‑tuned the core classification model, increasing accuracy and predictive reliability for field conditions.
• Collaborated with agriculture experts and researchers to fold the latest domain insights into model updates.
• Helped keep the platform at the forefront of digital farming, delivering timely, actionable guidance to farmers.

Tech & Methods

• PyTorch / TensorFlow · Transfer Learning · Data Augmentation · On‑device optimization
• MLOps for evaluation, thresholding, and rollout

Outcome

• More precise and faster diagnoses in the field, improving farmer decision‑making and crop outcomes.