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