CLIP - Keras Code Examples

Chapters
0:00 Keras Code Examples
1:32 What is CLIP
3:30 TensorFlow Hub
4:34 The Dataset - MS COCO
13:50 Text and Image Encoders
22:10 Contrastive Learning Framework
29:10 Training the Model
30:15 Semantic Similarity Search
34:40 Recap

This video explains the latest Keras Code Example implementing the CLIP algorithm from OpenAI on the MS COCO dataset. What an exciting advancement for learning Deep Learning code, extremely grateful to Francois Chollet and all the authors who are contributing to this amazing repository!

Paper Links
Natural language image search with a Dual Encoder: https://keras.io/examples/nlp/nl_imag...
Keras Code Examples: https://keras.io/examples/
CLIP Open AI: https://openai.com/blog/clip/
MS COCO: https://arxiv.org/abs/1405.0312
BERT: https://arxiv.org/abs/1810.04805

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