21 May 2020 • 9 min read How to Train YOLOv4 on a Custom Dataset Learn how to train a YOLOv4 model on a custom dataset.
13 May 2020 • 7 min read Data Augmentation in YOLOv4 Learn how data augmentation is used in training YOLOv4 computer vision models.
6 Apr 2020 • 6 min read How to Create to a TFRecord File for Computer Vision and Object Detection TensorFlow expedites the machine learning process markedly. From abstracting complex linear algebra to including pre-trained models and weights, getting the most out of TensorFlow is a full-time job. However, when it comes to loading data in ways that TensorFlow expects in order to perform as efficiently as it does, every
11 Mar 2020 • 9 min read Training a TensorFlow Faster R-CNN Object Detection Model on a Custom Dataset Following this tutorial, you only need to change a couple lines of code to train an object detection model to your own dataset. Computer vision is revolutionizing medical imaging. Algorithms are helping doctors identify 1 in ten cancer patients they may have missed. There are even early indications that radiological