Kelly Shreeve

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Data Scientist with M.A. in sociology, B.A. in environmental sociology, and 5+ years' experience teaching statistics. Completed TripleTen's 10 month data science bootcamp and a real-world data science externship with DataSpeak. Currently accepting data analysis and statistics consulting projects May 2024.

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Computer Vision Web App

Image of a Natural Landscape Classifier Web App

Deep learning, neural-network-driven web app that correctly classifies images as farm, solar field, neighborhood, or lake.

Web App - Neural Network Code - Hugging Face Space

Example Training Images

Image grid of farm, solar, lake, and neighborhood examples

Train Results

Model achieved 3.9% error and 96.1% accuracy on the validation set by the eigth epoch.

Screenshot 2024-01-20 at 8 25 32 PM

Test Images

Model correctly predicts solar field test image.

Aerial image of a solar field

Model correctly predicts farm field test image.

Aerial image of a farm field

View Project on Github