이미지 중복 제거

[jellimin]

참고자료

• https://towardsdatascience.com/finding-duplicate-images-with-python-71c04ec8051
• https://medium.com/@somilshah112/how-to-find-duplicate-or-similar-images-quickly-with-python-2d636af9452f

[jellimin]

이미지 중복 제거 실험 결과 default -> resize 32, batch 64

cutmix 0.9 [Train] f1 : 0.29944, best f1 : 0.29944 || acc : 29.94365%, best acc: 29.94365% || loss : 2.2207, best loss: 2.2207 || [Valid] f1 : 0.35942, best f1 : 0.35942 || acc : 35.05435%, best acc: 35.05435% || loss : 2.0767, best loss: 2.0767 ||

dup 0.95 [Train] f1 : 0.28939, best f1 : 0.28939 || acc : 28.93880%, best acc: 28.93880% || loss : 2.2296, best loss: 2.2296 || [Valid] f1 : 0.33601, best f1 : 0.33732 || acc : 33.24653%, best acc: 33.33333% || loss : 2.0827, best loss: 2.0827 ||

dup 0.99 [Train] f1 : 0.31992, best f1 : 0.31992 || acc : 31.99219%, best acc: 31.99219% || loss : 2.2039, best loss: 2.2039 || [Valid] f1 : 0.35104, best f1 : 0.35833 || acc : 34.42708%, best acc: 35.10417% || loss : 2.1235, best loss: 2.0667 ||