Machine Learning Projects for Final Year Students
Machine learning final year projects with scikit-learn, deep learning and model deployment.
Every software project comes with complete source code, project report, PPT and setup support until your review and viva.
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10 Machine Learning Projects
Handwritten Digit and Signature Recognition using Deep Learning
Trains a CNN on the MNIST dataset and a custom signature corpus to recognise handwritten digits and verify signature authenticity for doc…
View project →Machine Learning · AdvancedReal-Time Object Detection for Autonomous Vehicles using YOLO
Detects pedestrians, vehicles and traffic signs in real time from dashcam footage using a YOLOv8 model optimised for edge-device inferenc…
View project →Machine Learning · IntermediateSpeech Emotion Recognition using Machine Learning
Classifies speaker emotion from voice-recording features like pitch and MFCCs using an SVM and CNN ensemble, achieving 87% accuracy acros…
View project →Machine Learning · BeginnerPlant Species Classification using Convolutional Neural Networks
Classifies leaf images into plant species using a fine-tuned CNN, packaged as a mobile-friendly app to help farmers and botanists identif…
View project →Machine Learning · AdvancedPredictive Maintenance for Industrial Machinery using ML
Predicts equipment failure from vibration and temperature sensor time-series using a gradient-boosted survival model, giving maintenance …
View project →Machine Learning · BeginnerCustomer Review Rating Prediction using Machine Learning
Predicts a numeric star rating from review text alone using TF-IDF features and a gradient-boosting classifier, validated on an e-commerc…
View project →Machine Learning · IntermediateHuman Activity Recognition using Wearable Sensor Data and ML
Classifies walking, running, sitting and falling activities from accelerometer and gyroscope wearable data using a random-forest model, a…
View project →Machine Learning · AdvancedAnomaly Detection in Manufacturing using Machine Learning
Flags defective units on a production line by detecting anomalies in sensor-measured dimensional and visual features using an isolation-f…
View project →Machine Learning · AdvancedMulti-Class Skin Disease Classification using Deep Learning
Classifies dermatological images into multiple skin-condition categories using a fine-tuned EfficientNet model, achieving 92% top-1 accur…
View project →Machine Learning · BeginnerTraffic Sign Recognition System using Convolutional Neural Networks
Recognises and classifies traffic signs from live camera footage using a CNN trained on the GTSRB dataset, intended as a driver-assistanc…
View project →Frequently asked questions
What do I get with a software project?
Complete source code, project report, PPT, setup guidance and support until your review and viva.
Can you customise a software project for my college?
Yes. We can change features, technology stack and documentation to match your guide and college format.
Need a custom project?
Share your department, domain and idea. We can build a project to match your college requirements.
