YOLO image analysis wrapper for detecting elements and layouts in architectural design files. * **Target Framework:** `netstandard2.0` ### 📚 API Reference & Guides * [DiGi.YOLO Overview](DiGi.YOLO/DiGi.YOLO.Overview.md) * [Year Built Prediction Pipeline](Year-Built-Prediction-Pipeline.md) — Automated historical aerial orthophoto inference and detector-only dating * [Running Scripts Manually](Running-Scripts-Manually.md) — Step-by-step guide for `predict.py` and `train.py` * [Classes](DiGi.YOLO/DiGi.YOLO.Classes.md) — Core models (`YOLOModel`, `Image`, `Label`, `BoundingBox`, `BoundingBoxResult`) * [Interfaces](DiGi.YOLO/DiGi.YOLO.Interfaces.md) — Core interfaces (`IBoundingBox`) * [Enums](DiGi.YOLO/DiGi.YOLO.Enums.md) — Data split categories (`Category.Train`, `Category.Validate`, `Category.Test`) * [Constants](DiGi.YOLO/DiGi.YOLO.Constants.md) — Directory names and file extensions ### 🚀 Key Features & Usage * **Year Built Prediction Pipeline:** Integrates frozen YOLO detection weights into an end-to-end automated pipeline dating building construction years from historical aerial imagery. * **Runner Script Export (`Modify.WriteScripts`):** Extract embedded Python runner scripts (`train.py`, `predict.py`, `utils.py`, `requirements.txt`) directly into any directory. * **Inference (`predict.py`):** Configurable command-line tool supporting `--model`, `--source`, `--conf`, and `--output` options. * **Dataset Management:** Automatic dataset structure layout, configuration generation (`conf.yaml`), image and label serialization. ### 🔗 Dependencies * [[DiGi.Core|https://github.com/DiGi-Organization/DiGi.Core/wiki]] --- ## 🌐 DiGi Ecosystem * **Foundational:** [DiGi.Core](https://github.com/DiGi-Organization/DiGi.Core/wiki) | [DiGi.Math](https://github.com/DiGi-Organization/DiGi.Math/wiki) | [DiGi.Unit](https://github.com/DiGi-Organization/DiGi.Unit/wiki) | [DiGi.Log](https://github.com/DiGi-Organization/DiGi.Log/wiki) * **Geometry & Graphics:** [DiGi.Geometry](https://github.com/DiGi-Organization/DiGi.Geometry/wiki) | [DiGi.GLTF](https://github.com/DiGi-Organization/DiGi.GLTF/wiki) | [DiGi.Rhino](https://github.com/DiGi-Organization/DiGi.Rhino/wiki) * **GIS & Data:** [DiGi.GIS](https://github.com/DiGi-Organization/DiGi.GIS/wiki) | [DiGi.OSM](https://github.com/DiGi-Organization/DiGi.OSM/wiki) | [DiGi.BDOT10k](https://github.com/DiGi-Organization/DiGi.BDOT10k/wiki) * **Simulation:** [DiGi.Analytical](https://github.com/DiGi-Organization/DiGi.Analytical/wiki) | [DiGi.Solar](https://github.com/DiGi-Organization/DiGi.Solar/wiki) | [DiGi.Tas](https://github.com/DiGi-Organization/DiGi.Tas/wiki) *Part of the DiGi software suite for BIM and CAD integrations.*