ENOT_Tutorials

Basic examples

Here you can find tutorials for ENOT framework.

To get started with ENOT, you first need to install it. You can find the installation instructions here: https://enot-autodl.rtd.enot.ai/en/latest/installation_guide.html#installation

This notebook shows how to apply enot-autodl framework for automatic quantization to create quantized model.

This notebook shows how to apply enot-autodl framework for automatic network pruning and fine-tuning.

This notebook shows how to apply enot-autodl framework for automatic network quantization of Ultralytics YOLOv8.

Name		Name	Last commit message	Last commit date
Latest commit History 58 Commits
tutorial_utils		tutorial_utils
.gitignore		.gitignore
1. Tutorial - automatic quantization.ipynb		1. Tutorial - automatic quantization.ipynb
2. Tutorial - pruning.ipynb		2. Tutorial - pruning.ipynb
3. Tutorial - Ultralytics YOLOv8 quantization.ipynb		3. Tutorial - Ultralytics YOLOv8 quantization.ipynb
4. Tutorial - ENOT baseline optimizer.ipynb		4. Tutorial - ENOT baseline optimizer.ipynb
5. Tutorial - label selector starting points.ipynb		5. Tutorial - label selector starting points.ipynb
README.md		README.md
requirements.txt		requirements.txt