> For the complete documentation index, see [llms.txt](https://www.xrdev.app/mixed-reality-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://www.xrdev.app/mixed-reality-docs/ai-lessons/fundamental-ai-concepts/ai-and-cognitive-services-resources.md). # Resources AI Lessons: Short link to AI Resources: ### Core Concepts * [What is a Machine Learning Model?](https://docs.microsoft.com/windows/ai/windows-ml/what-is-a-machine-learning-model?WT.mc_id=aiml-8438-ayyonet) ## Cognitive Services ### Computer Vision * [Computer Vision Overview](https://azure.microsoft.com/en-us/services/cognitive-services/computer-vision/?WT.mc_id=aiml-8438-ayyonet#features) * [Computer Vision Documentation](https://docs.microsoft.com/azure/cognitive-services/computer-vision/?WT.mc_id=aiml-8438-ayyonet) * [What's New in Computer Vision](https://docs.microsoft.com/azure/cognitive-services/computer-vision/whats-new?WT.mc_id=aiml-8438-ayyonet) * [Ignite 2020: What's new in Cognitive Services Video](https://mediusprodstatic.studios.ms/asset-85a1c2ec-5d8e-44f3-ae53-05aa76ce61b2/Archive-video_5500000_1920x1080_AACAudio_1080.mp4?sv=2018-03-28\&sr=b\&sig=NSMP596G%2B1yOEyLTNAC7Cipg7DkATup2BjMictt3CgY%3D\&st=2020-09-22T21%3A51%3A28Z\&se=2025-09-22T21%3A56%3A28Z\&sp=r\&rscd=filename%3DIG20-DB106-What%25e2%2580%2599s%2Bnew%2Bin%2BAzure%2BCognitive%2BServices.mp4\&WT.mc_id=aiml-0000-ayyonet) * [Computer Vision API v3.1](https://westcentralus.dev.cognitive.microsoft.com/docs/services/computer-vision-v3-1-ga/operations/5d986960601faab4bf452005?WT.mc_id=aiml-8438-ayyonet) * [Object Detection](https://docs.microsoft.com/azure/cognitive-services/computer-vision/concept-object-detection?WT.mc_id=aiml-8438-ayyonet) * [Optical Character Recognition](https://docs.microsoft.com/azure/cognitive-services/computer-vision/concept-recognizing-text?WT.mc_id=aiml-8438-ayyonet)(OCR) * [OCR-Form-Tool Repo](https://github.com/microsoft/OCR-Form-Tools?WT.mc_id=aiml-8438-ayyonet) * [Face Detection](https://docs.microsoft.com/azure/cognitive-services/computer-vision/concept-detecting-faces?WT.mc_id=aiml-8438-ayyonet) * [Brand Detection](https://docs.microsoft.com/azure/cognitive-services/computer-vision/concept-brand-detection?WT.mc_id=aiml-8438-ayyonet) * [Spatial Analysis](https://docs.microsoft.com/legal/cognitive-services/computer-vision/intro-to-spatial-analysis-public-preview?context=/azure/cognitive-services/Computer-vision/context/context\&WT.mc_id=aiml-8438-ayyonet) * [AI Show: Spatial Analysis Episode](https://channel9.msdn.com/Shows/AI-Show/Computer-Vision-for-Spatial-Analysis?WT.mc_id=aiml-0000-ayyonet) * [Custom Vision Improve Performance](https://docs.microsoft.com/azure/cognitive-services/custom-vision-service/getting-started-improving-your-classifier?WT.mc_id=aiml-8438-ayyonet) ### Language * [Text Analytics Docs](https://docs.microsoft.com/azure/cognitive-services/text-analytics/?WT.mc_id=aiml-8438-ayyonet) ### Speech * [Speech Service Overview](https://docs.microsoft.com/azure/cognitive-services/speech-service/overview?WT.mc_id=aiml-8438-ayyonet) * [Speech Studio](https://speech.microsoft.com/?WT.mc_id=aiml-8438-ayyonet) * [Custom Speech Docs](https://docs.microsoft.com/azure/cognitive-services/speech-service/how-to-custom-speech?WT.mc_id=aiml-8438-ayyonet) * [Custom Speech Portal](https://speech.microsoft.com/customspeech?WT.mc_id=aiml-8438-ayyonet) * [Audio Content Creation Tool](https://speech.microsoft.com/audiocontentcreation?WT.mc_id=aiml-8438-ayyonet) * [Audio Content Creation Docs](https://docs.microsoft.com/azure/cognitive-services/speech-service/how-to-audio-content-creation?WT.mc_id=aiml-8438-ayyonet) ### Power Platform * [Power Apps Free Trial](https://docs.microsoft.com/powerapps/maker/signup-for-powerapps?WT.mc_id=aiml-8438-ayyonet) * [Power Platform Overview](https://powerplatform.microsoft.com/?WT.mc_id=aiml-8438-ayyonet) * [Power Platform Documentation](https://docs.microsoft.com/power-platform/?WT.mc_id=aiml-8438-ayyonet) * [List of Power Apps Connectors](https://docs.microsoft.com/en-us/connectors/connector-reference/connector-reference-powerapps-connectors?WT.mc_id=aiml-8438-ayyonet) * [List of Power Automate Connectors](https://docs.microsoft.com/connectors/connector-reference/connector-reference-powerautomate-connectors?WT.mc_id=aiml-8438-ayyonet) * [Custom Connectors](https://docs.microsoft.com/en-us/connectors/custom-connectors/?WT.mc_id=aiml-8438-ayyonet) * [AI Builder Overview](https://powerapps.microsoft.com/ai-builder/?WT.mc_id=aiml-8438-ayyonet) * [AI Builder Documentation](https://docs.microsoft.com/ai-builder/?WT.mc_id=aiml-8438-ayyonet) * [Power Platform Videos](https://www.youtube.com/c/mspowerplatform/?WT.mc_id=aiml-8438-ayyonet) * [AI Builder Release Status](https://docs.microsoft.com/ai-builder/overview?WT.mc_id=aiml-8438-ayyonet#release-status) * [AI Builder Cost Calculator](https://powerapps.microsoft.com/en-us/ai-builder-calculator/?WT.mc_id=aiml-8438-ayyonet) ### Logic Apps * [Logic Apps Documentation](https://docs.microsoft.com/azure/logic-apps/logic-apps-overview?WT.mc_id=aiml-8438-ayyonet) * [Logic Apps Pricing](https://azure.microsoft.com/pricing/details/logic-apps/?WT.mc_id=aiml-8438-ayyonet) * [List of Logic Apps Connectors](https://docs.microsoft.com/connectors/connector-reference/connector-reference-logicapps-connectors?WT.mc_id=aiml-8438-ayyonet) ### Azure * [Azure Product Cost Calculator](https://azure.microsoft.com/pricing/calculator/?service=logic-apps\&WT.mc_id=aiml-8438-ayyonet) ### Further Reading * [Bias in Machine Learning: How Facial Recognition Models Show Signs of Racism, Sexism and Ageism](https://towardsdatascience.com/bias-in-machine-learning-how-facial-recognition-models-show-signs-of-racism-sexism-and-ageism-32549e2c972d) ### Training Data * Coco: COCO is a large-scale object detection, segmentation, and captioning dataset. --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter: ``` GET https://www.xrdev.app/mixed-reality-docs/ai-lessons/fundamental-ai-concepts/ai-and-cognitive-services-resources.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.