Benutzerdefinierte Vision is a cloudbasierter KI-Dienst provided by Microsoft Azure that allows users to create, train, and deploy Bildklassifikation models customized for specific applications. This tool is part of the broader suite of Microsoft Azure’s Kognitive Dienste, which aim to enhance applications with intelligent features.
With Custom Vision, users can easily upload images and tag them according to their classification needs. The service employs maschinellem Lernen algorithms to analyze these images, allowing users to train models that can recognize and categorize objects, scenes, or specific features within images. The training process is user-friendly, requiring no deep technical expertise in machine learning. Users can also evaluate the performance of their models through various metrics and make adjustments as necessary.
Once trained, models can be deployed in various environments, including mobile and web applications, making it versatile for industries such as retail, healthcare, and security. Custom Vision also supports the integration of additional features like Objekterkennung, which allows the identification of specific items within images rather than just classifying entire images.
Additionally, Custom Vision benefits from an iterative learning process, allowing users to improve their models over time based on new data and feedback. This adaptability makes it a valuable tool for businesses looking to leverage image recognition technology in ihren Abläufen.