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Ablation Studies
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Classroom Contents
Depth Anything: Single Image Depth Map Generation Using Neural Networks
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- 1 Intro to Depth Anything
- 2 Use Cases
- 3 Real World Example
- 4 What is a Depth Map?
- 5 Crash Course in Traditional Techniques
- 6 Enter Depth Anything
- 7 Learning from the Teacher Model
- 8 DINOv2 Model
- 9 Depth Anything Architecture
- 10 Evaluation
- 11 Ablation Studies
- 12 Data, Perturbations, Feature Loss
- 13 Qualitative Results
- 14 Limitations
