Custom Vision by Microsoft Cognitive Services is a robust platform that empowers users to create bespoke computer vision models tailored to their specific requirements. By leveraging labeled images, users can train the model to recognize and categorize unique concepts pertinent to their business or personal projects.
Custom Vision is ideal for developers, data scientists, businesses, and organizations seeking to integrate customized computer vision capabilities into their applications or workflows.
Model Customization: Easily create custom computer vision models by uploading labeled images that represent the concepts you want the model to learn.
Flexible Training: Train the model using your own labeled images or let the service assist by adding tags to unlabeled images.
Quick Image Tagging: Use your trained model to tag new images quickly and accurately through simple API calls.
Upload Images: Begin by uploading labeled images that depict the concepts you want the model to recognize. If you have unlabeled images, the service can help add tags.
Train the Model: Train your custom model using the uploaded images. The training process teaches the model to identify and categorize the specified concepts.
Tag New Images: Once trained, deploy the model to tag new images effortlessly via API calls, integrating this functionality into your applications.
Creating Custom Computer Vision Models: Develop tailored models for various applications such as retail product identification, wildlife monitoring, quality control in manufacturing, and more.
Enhancing Image Recognition: Improve the accuracy and relevance of image recognition in your projects by training models to understand specific, nuanced concepts.
Custom Vision offers a free tier with limited features and usage, as well as paid plans that provide more advanced capabilities and higher usage limits.
You can use any images that clearly represent the concepts you want the model to learn. The images should be high quality and properly labeled to ensure effective training.
