smile-detector

Trash. Don't fork Don't clone

NOTE:

dataset format

single potrait

<p/n>filename

n = negative, potrait isn't contains a smile.

p = positive, potrait contains a smile.

example: p192.jpg, n122.jpg, n221.jpg, p834.jpg

TODOLOG

2018 Januari 19

• Undocumented progress -> KNN
• Smile classifier with KNN + edge detection (CANCELED) > POOR ACCURACY

2018 January 15

• TODO: Smile classifier with KNN + edge detection (ACTIVE)
  • Preparation: edge detection
• Coba pakai multiple cascade daripada harus pakai neighbor banyak untuk haar detection.

2018 January 14

• Rainy nose. Ah. Halt.

2018 January 13

• FORGOT: Image smoothing after resizing ROI! Oh my!
• TODO: Smile classifier with image masking (CANCELED) > NOT POSSIBLE

2018 January 12

• TODO: Optimizing image preprocessing. (DONE)
  • ROI histogram equalization seems not good. decreasing accuracy.
• TODO: Preparing single-potrait test data. (DONE)

2018 January 11

• Wasting my whole day, in axiety...

2018 January 10

• Gathering relevant papers