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Instance detection of groceries on store shelves, using OpenCV. First part in a two part assignment collection.

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Instance detection of grocery store products

This code in this repository consists in a Computer Vision system that, given a very noisy reference image for each product, is able to identify such product from one picture of a store shelf.

Both a Single Instance Detection and a Multiple Instance Detection system were developed, achieving pretty good results.

This project DOES NOT make use of any deep learning technique, relying instead on the more classic instance detection methods provided by OpenCV. To access the second assignment, which instead leverages CNNs and Deep Learning to classify groceries, click here.

This was also the first assignment for the Image Processing and Computer Vision A.Y. 2023/2024.

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Instance detection of groceries on store shelves, using OpenCV. First part in a two part assignment collection.

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