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Neural Network Training for ArUco Marker Detection on Photonic Crystals

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Crystal Marker Detection

This is the repo for my Master's Thesis on "ArUco Marker Detection on Photonic Crystals". Most of the scripts here assume the one class case for object detection.

Data Pipeline

The scripts in traindata-creator/ should be used in the following order and generate an object detection dataset in one of the available types.

Screenshot_9223371259636314352_ScreenshotTool

Training Pipeline

Given one or more datasets created in the data pipeline, one of the scripts in batch-train/ can be invoked to generate training run data.

Screenshot_9223371259636306634_ScreenshotTool

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Neural Network Training for ArUco Marker Detection on Photonic Crystals

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