Blogs by Ashwin

  Introduction To develop a personalized Azure AI Vision model, you initially require an Azure AI Services resource (or an Azure AI Vision resource). After deploying that resource to your subscription, the next step is to establish a custom project. Components Of a Custom Vision Project The initial element of a tailored project is the dataset. This dataset comprises your assortment of images for training your model, along with the COCO file that outlines the labeling details associated with those images. After defining your images and class labels, you can begin training your custom model. During the training process, you'll indicate the model type to be trained, the dataset to utilize, and your allocated training time budget. Once the model training has finished, you can assess its performance and utilize the model for making predictions. In most cases, the steps you follow are: Create your blob storage container and upload just the training images. Create the dataset for your pro...