We invite you to participate in the compilation of open library of machine learning patterns and solution architectures.
Each page in the library consists of a description of a situation, its solution, and a large explanatory picture. The text is limited to 1000 characters. The key idea is to present information as briefly and clearly as possible - only the essence. An example of a page.
Pages from this repository are also available as articles on Medium.
For adding a new pattern, please use template.md as a template, and raise an issue and later PR. To request for improvement, change or question, please propose an issue.
Please read the CLA before submitting your contribution to the project. Under any circumstances, by submitting your contribution, you are deemed to accept and agree to be bound by the terms and conditions of the CLA.
The project has a free CC BY-SA license and is created by a team of authors.
- Defect Detection on Beverage Packaging Line
- Identification of Defects on Sheet Glass Products
- Box Volume Estimation on Packaging Line
- Automatic Detection of Pipeline Defects
- Shape Optimization of Device Components
- Aircraft blade inspection
- AI Radiology — Chest X-ray Screening System for Medical Organizations
- Recognition of Human Gestures Based on Data from Smart Watches