Understanding image preprocessing and augmentation options is essential to making the most of your training data.| Roboflow Blog
At Roboflow, we often get asked, what is the train, validation, test split and why do I need it? The motivation is quite simple: you should separate you data into train, validation, and test splits to prevent your model from overfitting and to accurately evaluate your model.| Roboflow Blog
What is mean average precision? How do we calculate mAP?| Roboflow Blog
In this guide, we discuss what object detection is, how it works, how to label and augment data for object detection models, and more.| Roboflow Blog