A highly practical workshop aimed at programmers and engineers who want to quickly learn the basic steps of applying AI models and integrating them into their projects. You will learn how to set up local models, use pre-learned models and adapt models to your own data.
Content
- Local set-up of a large language model
Example: the LLaMA model
Installation and configuration for local use. - Using a pre-learned model for object detection
Example: YOLO v8
Object detection in images and videos. - Using a pre-learned model for image decomposition
Example: Segment Anything 2
Using an image processing model. - Adaptation of the YOLO v8 pre-trained model to own data
Data preparation.
Model training. - Using and learning an ambient sound classification model
Demonstration and practical application of the model.
Recommended prior knowledge
Programming skills are expected. The main objective is to present a way to quickly incorporate already learned models into your product.
Learning objectives
- Gain the basic knowledge to quickly apply AI to projects.
- Learn how to set up and use pre-learned models locally.
- Learn how to adapt models to your own data.
Target group
- Programmers and engineers who want to gain practical skills to apply AI in their own projects.
- Software development, automation, robotics, data analytics and related fields.
2025-05-20 08:30:00
2025-03-15 06:50:00