Search Images with AI: A Hands-On Introduction to CLIP
What if you could search images for specific contents, even if they’re not tagged? In this hands-on training, you’ll get to know CLIP (Contrastive Language–Image Pre-Training), how to prepare your data, and build a smart image search that “gets” both images and text.
Praktische info:
Inschrijven?
- Voorwaarden: Familiarity with basic python programming
- Prijs: Free of charge for all participants from academia, industry, and public administration from EU and/or EuroHPC JU member countries
Bring your own laptop
georganiseerd door:
Leertraject
Discover how modern AI can connect images and text in powerful new ways. In this hands-on webinar, you’ll learn how to work with a CLIP model from Hugging Face, how to prepare and load your data, and to generate embeddings for text-based image retrieval.
We’ll guide you step by step through building a similarity pipeline, showing how to rank images based on how well they match a given text prompt. You’ll dive into practical evaluation techniques, including precision and recall, to understand how well your system actually performs.
You’ll also explore how to interpret results, spot common pitfalls, and recognize the real-world limitations of pretrained models. Whether you’re building search systems, recommendation engines, or multimodal AI applications, this session will give you the practical skills and critical insight needed to get started with confidence.
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