AI Image Classification Pipeline

I need a image classification pipeline to detect placement caps on smd connectors on an PBCA. I will send you the images (balanced dataset) to train and validate the model. It is more important to detect all placement caps, because some following process steps will crash if there are some. No placement cap will be the value true, so optimize for precision. The dataset contains 671 images with placement caps and 671 images without placement caps.