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Monocular Depth Estimation: From Neural Networks to Depth Anything V2

Monocular Depth Estimation: From Neural Networks to Depth Anything V2

Neural Breakdown with AVB via YouTube Direct link

- MiDAS

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- MiDAS

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Monocular Depth Estimation: From Neural Networks to Depth Anything V2

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  1. 1 - Intro
  2. 2 - MiDAS
  3. 3 - Depth Anything V1
  4. 4 - Disparity Space
  5. 5 - Scale and Shift Invariant Loss
  6. 6 - Gradient Matching Loss
  7. 7 - Cut Mix Augmentation
  8. 8 - Semantic Assisted Perception
  9. 9 - Synthetic Datasets
  10. 10 - Depth Anything V2

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