Python 3 projects
Final-year project topics built with Python 3 — working builds, abstracts and honest quotation pricing.
AI-Generated Text Detection using NLP
This project detects AI-generated text with NLP: a RoBERTa classifier fine-tuned on the HC3 Human ChatGPT Comparison Corpus (...
Air Quality Index Prediction using Machine Learning
This project builds a machine-learning system that forecasts the next day's Air Quality Index from CPCB pollutant history (PM...
Audio Loudness Normalizer Desktop Utility (LUFS)
This project builds a desktop utility that measures how loud an audio clip actually sounds — integrated loudness in LUFS per...
Banking Support Intent Classification using NLP (Banking77)
This project fine-tunes DistilBERT on PolyAI's Banking77 benchmark (13,083 customer-service queries across 77 fine-grained in...
Bearing Fault Diagnosis from Vibration Signals using 1D CNN
This project builds a 1D convolutional neural network that diagnoses rolling-bearing faults directly from raw vibration signa...
Bike Sharing Demand Prediction using Machine Learning
This project builds a gradient-boosting regressor that predicts hourly bike-sharing rental demand from hour, weekday, tempera...
Bone Fracture Detection from X-ray using CNN
This project builds a convolutional neural network that detects bone fractures in musculoskeletal X-ray images and highlights...
Book Recommendation using Collaborative Filtering (Book-Crossing)
This project builds an item-based collaborative-filtering recommender on the Book-Crossing benchmark (1.15 million ratings) t...
Brain Tumor Detection from MRI using CNN
This project trains a convolutional neural network to classify brain MRI slices into glioma, meningioma, pituitary tumor or n...