Python 3 projects
Final-year project topics built with Python 3 — working builds, abstracts and honest quotation pricing.
Fingerprint Spoof Detection using CNN
This project stops fake fingerprints: a patch-based CNN distinguishes live fingers from spoof artifacts (gelatin, silicone, l...
Fire and Smoke Detection from CCTV using CNN
This project fine-tunes YOLOv8 on the D-Fire dataset (~21,500 images with fire and smoke bounding boxes) to detect fire and s...
Fish Species Classification from Photos using CNN
This project builds a convolutional neural network that classifies freshwater fish species from photographs — Rohu, Catla, Mr...
Flight Delay Prediction using Machine Learning
This project builds a machine-learning model that predicts whether a flight will be delayed and by how long — using airline,...
Flight Fare Prediction using Machine Learning
This project builds a gradient-boosting regressor that predicts domestic flight fares from route, airline, stops, duration an...
Flood Level Forecasting using LSTM
This project builds an LSTM neural network that forecasts river water levels 24 hours ahead from hourly gauge readings and ra...
Flower Species Classification using CNN (Oxford 102)
This project fine-tunes a ResNet-50 network to identify 102 flower species from photos, using the Oxford 102 Flowers dataset...
Fruit Freshness Classification using CNN
This project trains a convolutional neural network to judge fruit freshness — it identifies apples, bananas and oranges in a...
Fruit Quality Grading using CNN
This project builds a convolutional neural network that grades fruit quality — fresh Grade A, unripe Grade B, or rotten rejec...