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Intersection over Union (IoU) Explained with Pytorch
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The intersection over Union similarity metric is very useful to assess how good a model is at object recognition.
In this tutorial, we will walk slowly through the theory of IoU for bounding boxes and mask, and wrap everything up with Pytorch code walkthrough!
# Table of Content
- Introduction: 0:00
- Definition of IoU: 1:54
- Formula Breakdown: 3:24
- Segmentation Mask Modification: 8:23
- Pytorch Implementation of IoU - Box: 10:21
- Pytorch Implementation of IoU - Mask: 15:45
- Conclusion: 17:37
Enjoy! 🌹
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Have a great week! 👋
In this tutorial, we will walk slowly through the theory of IoU for bounding boxes and mask, and wrap everything up with Pytorch code walkthrough!
# Table of Content
- Introduction: 0:00
- Definition of IoU: 1:54
- Formula Breakdown: 3:24
- Segmentation Mask Modification: 8:23
- Pytorch Implementation of IoU - Box: 10:21
- Pytorch Implementation of IoU - Mask: 15:45
- Conclusion: 17:37
Enjoy! 🌹
----
----
Follow Me Online Here:
___
Have a great week! 👋
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