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Python 3 projects

Final-year project topics built with Python 3 — working builds, abstracts and honest quotation pricing.

Image Captioning using CNN-LSTM (Flickr8k) — project thumbnail preview
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Image Captioning using CNN-LSTM (Flickr8k)

This project builds an image-captioning system that writes English descriptions of photographs, combining a ResNet-101 CNN en...

PyTorch Jupyter notebook Python 3
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Keystroke Dynamics Authentication using Machine Learning — project thumbnail preview
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Keystroke Dynamics Authentication using Machine Learning

This project builds a keystroke-dynamics authentication system that verifies identity from typing rhythm — key-hold (dwell) a...

Matplotlib Jupyter notebook Git
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LAN File Transfer Desktop App with Drag-and-Drop Sharing — project thumbnail preview
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LAN File Transfer Desktop App with Drag-and-Drop Sharing

This project builds a desktop application that sends files between computers on the same local network without the internet —...

Git Python 3 PyQt · desktop UI
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Language Identification from Text (WiLI-2018) — project thumbnail preview
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Language Identification from Text (WiLI-2018)

This project builds a character n-gram classifier with a neural network that identifies the language of any text paragraph ac...

scikit-learn Matplotlib Jupyter notebook
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Loan Default Prediction using Machine Learning — project thumbnail preview
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Loan Default Prediction using Machine Learning

This project builds a machine-learning credit-risk model that estimates the 12-month probability of default for retail loan a...

XGBoost scikit-learn Jupyter notebook
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Malaria Parasite Detection in Blood Cell Images using CNN — project thumbnail preview
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Malaria Parasite Detection in Blood Cell Images using CNN

This project builds a convolutional neural network that classifies blood-cell images as parasitized or uninfected, trained an...

Jupyter notebook Git Python 3
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Malware Detection from PE File Headers using Machine Learning — project thumbnail preview
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Malware Detection from PE File Headers using Machine Learning

This project builds a static machine-learning classifier that decides whether a Windows executable is malicious using only it...

Jupyter notebook Git Python 3
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Marathi News Classification using IndicBERT — project thumbnail preview
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Marathi News Classification using IndicBERT

This project fine-tunes IndicBERT — AI4Bharat's transformer pretrained on 12 Indian languages — to classify Marathi news head...

PyTorch Hugging Face Transformers Python 3
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Market Basket Analysis using Apriori Algorithm (Online Retail Dataset) — project thumbnail preview
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Market Basket Analysis using Apriori Algorithm (Online Retail Dataset)

This project applies the Apriori algorithm to the UCI Online Retail data set to discover which products are frequently bought...

Git Python 3 JavaScript · Apriori engine
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