Detecting Facial Keypoints with Deep Learning

Detecting Facial Keypoints with Deep Learning

Aladdin Persson via YouTube Direct link

- The steps of the solution

6 of 17

6 of 17

- The steps of the solution

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Classroom Contents

Detecting Facial Keypoints with Deep Learning

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  1. 1 - Introduction to competition
  2. 2 - Why?
  3. 3 - The data and the task
  4. 4 - Metric used
  5. 5 - A more in depth look at the data
  6. 6 - The steps of the solution
  7. 7 - Code: config
  8. 8 - Code: dataset
  9. 9 - Code: split_data
  10. 10 - Understanding submission format
  11. 11 - Code: utils
  12. 12 - Code: train/main file
  13. 13 - Fixing a small error
  14. 14 - Checking the score of submission
  15. 15 - How to improve it further?
  16. 16 - My 2 things to try for improving the score
  17. 17 - Ending & my thoughts on Kaggle

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