effcientnet

AI-powered smart farming and blockchain marketplace platform integrating deep learning, predictive analytics, IoT, weather forecasting, and transparent crop trading for precision agriculture.

An edge-deployable deep learning application that predicts Age Group, Gender, and Facial Expression in real time using a mobile device. Built using PyTorch, EfficientNetV2, and deployed via Android Studio for fast and private offline inference.

# Using technology of computer vision to classify clouds.

EfficientNetB0 model for plant disease image classification (Kaggle dataset)

A deep learning project implementing GoogleNet, EfficientNet, and (ViT) for multi-class image classification achieving 97.4% accuracy on 2,484 test images and 🏆 ranking 1st on the Ain Shams AI Kaggle leaderboard.

CNN Image Classification Model which identifies the food in your image

An application that detects and classifies defects in solar panels using deep learning. This project leverages a trained EfficientNet-based model to analyze uploaded images and identify common issues affecting solar panel performance.

Real-time emotion-aware music recommendation system using EfficientNet-B3 and FastAPI

Transfer-learning image classification of plant leaf diseases (ResNet50 vs EfficientNetB0, 95.4% test accuracy) with Grad-CAM explainability and error analysis