I’m pretty fresh in the world of ML. I looked at several examples of TFJS from the official repo, but this one got my attention:
For educational purposes I like to train my own model in TFJS. I want to train the model to recognize specific objects in a picture. The type of the object is only one type, so no categorization/labelling would be needed. Looking at the above example, I have few questions:
- I have my image dataset for the training, but few images have different dimensions. Do all images have to have the exact same dimensions? (in the example they do)
- For the object bounding box, can I use quadrilaterals instead of rects? (the example is using rects)
- Can I have multiple objects, respectfully multiple bounding boxes in a single image? (in the above example there is only one object in an image)
Thanks in advance!