CLIP Models

Coming Soon

This example is planned for a future release. Check back for updates on CLIP model implementations.

Overview

This example will demonstrate:

• Contrastive Language-Image Pre-training (CLIP)
• Zero-shot image classification
• Text-image similarity computation
• Fine-tuning CLIP for custom domains

Planned Features

• Pre-trained CLIP model loading
• Custom CLIP training from scratch
• Image and text encoder architectures
• Contrastive loss implementation

Related Documentation

• Visual QA
• Image Captioning
• Cross-Modal Retrieval

References

• Radford et al., "Learning Transferable Visual Models From Natural Language Supervision" (2021)