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mobile-net

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Utilize mobilenet_v2 and Finetune it with potato disease image dataset (3 classes). App will allow farmers to snap a picture of a plant and determine whether the plant has a disease or not.

  • Updated Jan 5, 2022
  • Jupyter Notebook

This is a multiclass image classification problem. There data contains images from 6 categories 'buildings','forest','glacier','mountain','sea','street'. The aim is to develop a machine learning model that correctly classifies an input image into one of the categories

  • Updated Dec 4, 2023
  • Jupyter Notebook

Fog-assisted real-time intrusion detection and occupancy monitoring system using ESP32, OpenCV, and MobileNet-SSD… combines sensor data (PIR, LDR) with computer vision through multi-modal fusion to deliver low-latency, reliable alerts and live MQTT-based monitoring.

  • Updated Apr 13, 2026
  • Python

CNN-based crop disease detector for leaf images across 4 crops and 8 classes (Apple, Corn, Potato, Tomato — healthy vs. specific diseases). MobileNetV2 transfer learning with a from-scratch CNN fallback; ~80% val accuracy on a balanced PlantVillage subset. FastAPI inference API + Next.js frontend with drag-and-drop upload and confidence bars.

  • Updated Jul 9, 2026
  • Python

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