Fine-tuning Florence-2: Microsoft's Multimodal Model for Custom Object Detection

Fine-tuning Florence-2: Microsoft's Multimodal Model for Custom Object Detection

Roboflow via YouTube Direct link

- Fine-Tuning: Unleash Florence-2's Custom Object Detection

6 of 10

6 of 10

- Fine-Tuning: Unleash Florence-2's Custom Object Detection

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Fine-tuning Florence-2: Microsoft's Multimodal Model for Custom Object Detection

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  1. 1 - Introduction: Unlock the Power of Florence-2
  2. 2 - Getting Started: Prepare for VLM Fine-Tuning
  3. 3 - Florence-2 in Action: Explore Pre-trained Capabilities
  4. 4 - Dataset Deep Dive: PyTorch Data Loading for Florence-2
  5. 5 - LoRA: Optimize Your VLM Training
  6. 6 - Fine-Tuning: Unleash Florence-2's Custom Object Detection
  7. 7 - Model Evaluation: Measure Your VLM's Success
  8. 8 - Florence-2 vs Other Computer Vision Models
  9. 9 - Conclusion and Next Steps
  10. 10 - 🔴 Community Session July 3th, 2024 at 08:00 AM PST / 11:00 AM EST / PM CET: https://roboflow.stream

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