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if you are stuck on where to start, you can take a look at this file, which is what we used to finetune YOLOv8 to detect buoys. keep in mind, this notebook loads in the buoys dataset from roboflow - the main change you'll need to make is to instead load in the shapes dataset.
you can decide if the model should detect both color + shape versus just the shape.
if the data includes all colors and shapes specified in Create a shapes dataset #143 , you can train the model to detect both color + shape (and this is probably the better option).
however, if the data is missing certain colors, you should train it to detect shape only (and then write another node that detects the color manually using HSV values).
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The text was updated successfully, but these errors were encountered: