Beyond mAP - How to Evaluate and Improve Vision AI Models

Beyond mAP - How to Evaluate and Improve Vision AI Models

Roboflow via YouTube Direct link

00:00 Introduction

1 of 6

1 of 6

00:00 Introduction

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Beyond mAP - How to Evaluate and Improve Vision AI Models

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  1. 1 00:00 Introduction
  2. 2 01:01 Reviewing Vision Model Metrics mAP, Precision, Recall, IoU, Perplexity, and more
  3. 3 07:43 Understanding Different Industry Standards
  4. 4 09:06 Getting to Know the Model Evaluation Tools in Roboflow
  5. 5 13:17 Interpreting Model Improvement Recommendations
  6. 6 14:36 Diving into Performance by Class, Confusion Matrix, Vector Analysis

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