Category: Self Project
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Building a Vegetable Image Classifier: From Scratch to State-of-the-Art
Abstract Deep learning has revolutionized computer vision, making it possible to build highly accurate image classification systems with relatively little effort. But how much difference does it really make to use pre-trained models versus building your own from scratch? In this project, I set out to answer that question by building a vegetable image classifier…
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Building an Emotion Aware Response Model through Sentiment Analysis and Information Crowding Architecture
Abstract On the verge of building my own mobile-based virtual assistant, I present McAstr, which is designed to respond with emotion-aware facial expressions based on the sentiment of its replies. A large language models (LLMs) trend over the years, as well as the most go-to solution of neural network architecture and transformer-based models like BERT…