Image Captioning

Coming Soon

This example is planned for a future release. Check back for updates on image captioning implementations.

Overview

This example will demonstrate:

• Image-to-text generation
• Attention-based captioning models
• Beam search decoding
• Caption quality evaluation (BLEU, CIDEr)

Planned Features

• CNN + RNN caption generation
• Transformer-based captioning
• Visual attention mechanisms
• Dense captioning for regions

Related Documentation

• CLIP Models
• Visual QA
• Cross-Modal Retrieval

References

• Xu et al., "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention" (2015)
• Vinyals et al., "Show and Tell: A Neural Image Caption Generator" (2015)