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how to prepare a custom yellow v5 object detection data set for training in this video we will learn what is yolo v5 data set format how to prepare a data set for training and what are the best practices what tools can you use to make your life easy lets say we want to train a three-class object detector for detecting cats dogs and persons we will use the label zero for cat one for dog and two for the person class to get started you have to obtain thousands of images containing cats dogs and persons notice that every image can include one or more of these classes should you use some images that contain none of these classes the answer is yes a small percentage lets say less than 10 can help you reduce false positives how many images do we need now thats a tricky question if the classes that youre trying to detect are very different then you need a few hundred images on the other hand if you want to differentiate between similar things like breeds of dogs you need a few thousand im