10 Must-Try Keras Projects to Sharpen Your Deep Learning Skills in 2026
Humpy Adepu
Image Classification Model – Train neural networks to recognize objects within images while learning data preprocessing and model optimization techniques.
Handwritten Digit Recognition – Build a digit classification system using benchmark datasets to understand supervised learning fundamentals effectively.
Sentiment Analysis Tool – Develop natural language processing models that classify opinions and emotions from customer reviews accurately.
Movie Recommendation Engine – Create personalized recommendation systems using user behavior patterns and collaborative filtering approaches effectively.
Face Mask Detection System – Design computer vision applications capable of identifying mask usage through real-time image analysis.
Fake News Classifier – Train text classification models to detect misinformation patterns using natural language processing methods.
Plant Disease Detection – Use image recognition techniques to identify crop diseases and support precision agriculture initiatives.
Stock Price Prediction Model – Explore time-series forecasting techniques using neural networks to analyze historical market trends.
Chatbot Development Project – Build conversational AI systems capable of answering questions and delivering interactive user experiences.
Medical Image Analysis – Apply deep learning models for healthcare imaging tasks including classification, detection, and diagnostic assistance.