Fast Zero Shot Object Detection with OpenAI CLIP

Fast Zero Shot Object Detection with OpenAI CLIP

James Briggs via YouTube Direct link

Classification vs. Localization and Detection

2 of 16

2 of 16

Classification vs. Localization and Detection

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Fast Zero Shot Object Detection with OpenAI CLIP

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  1. 1 Early Progress in Computer Vision
  2. 2 Classification vs. Localization and Detection
  3. 3 Zero Shot with OpenAI CLIP
  4. 4 Zero Shot Object Localization with OpenAI CLIP
  5. 5 Localization with Occlusion Algorithm
  6. 6 Zero Shot Object Detection with OpenAI CLIP
  7. 7 Data Preprocessing for CLIP
  8. 8 Initializing OpenAI CLIP in Python
  9. 9 Clipping the Localization Visual
  10. 10 Applying Scores for Visual
  11. 11 Object Localization with New Prompt
  12. 12 Zero Shot Object Detection in Python
  13. 13 Creating Bounding Boxes with Matplotlib
  14. 14 Object Detection Code
  15. 15 Object Detection Results
  16. 16 Trends in Multi-Modal ML

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