Hussein Serhan

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Labs

A collection of small experiments and projects I've worked on while learning.

Bird Species Classifier

A deep learning model that identifies seven species of birds, built while working through the Fast.ai course. The model can identify:

• Scarlet Macaw (Ara macao)
• Hyacinth Macaw (Anodorhynchus hyacinthinus)
• Blue-and-yellow Macaw (Ara ararauna)
• Toco Toucan (Ramphastos toco)
• Budgerigar (Melopsittacus undulatus)
• Canary (Serinus canaria)
• Cockatiel (Nymphicus hollandicus)

Built using fastai and deployed with Gradio. Try the classifier here or view the code on GitHub.

Through this project, I worked with image classification models, handled data preprocessing, and learned about deploying ML models for public use. It helped bridge the gap between theoretical deep learning concepts and practical implementation.