Section Something Mannequin 2 is Meta’s newest picture segmentation mannequin, able to detecting and marking objects in photographs and code. This text will present you the way to obtain and make the most of the mannequin and evaluate the mannequin and its capabilities. Utilizing picture segmentation fashions is thrilling as you may instantly see the mannequin’s outcomes and perceive how nicely it performs, as segmentation is a process your mind is sweet at itself. You possibly can, due to this fact, shortly choose whether or not a picture segmentation mannequin is performing nicely.
My motivation for this text is my sequence on maintaining with the newest fashions inside machine studying. SAM2 is a not too long ago launched mannequin from Meta, an organization that constantly produces superior open-source machine-learning fashions. I’ve beforehand written about Amazon’s Chronos forecasting model, Llama3, and several other different AI fashions. This text will deal with SAM2, with how you need to use the mannequin your self, what duties you may apply the mannequin to, and the way nicely the mannequin performs. This mannequin can be launched underneath an Apache 2.0 license, which means you might be free to make use of the mannequin in a industrial setting, which, for my part, makes the mannequin even…