Fine-Tune a Semantic Segmentation Model with a Custom Dataset

What changed

🤗 transformers, an open-source library that offers easy-to-use implementations of state-of-the-art models. Along the way, you'll learn how to work with the Hugging Face Hub, the largest open-source catalog of models and datasets. Semantic segmentation is the task of classifying each pixel in an image.

Why it matters

A concrete addition to Practical AI: Tools, Models & Frameworks: it changes what's available to builders today rather than being general commentary.

How it compares

Related prior coverage to compare against:

• Model Distillation in the API
• Fine-tune Llama 2 with DPO
• Introducing improvements to the fine-tuning API and expanding our custom models program

• Model Distillation in the API similarity 0.24
• Fine-tune Llama 2 with DPO similarity 0.24
• Introducing improvements to the fine-tuning API and expanding our custom models program similarity 0.23