FGVC8-teamwork

https://www.kaggle.com/competitions/plant-pathology-2021-fgvc8/code

Results

Semi-iNature

Training Data	Method	input	Top-1 Val. Accuracy (%)	epoch
Labeled train images	ResNet-50		31.00	-
Labeled train images	resnet-101		34.02	199
Labeled train images	resnet-152		39.6	59
Labeled train images	eff_b1		36.29	199
Labeled train images	eff_b3b		42.00	199
Labeled train images	eff_b4b	360x360	44.98	149
Labeled train images	eff_b4b	800x800	46.67	18

Label

images per category	>=5	>10	>20	>30	>40	>50	>60	>70	>80
categories	810	329	126	45	18	9	5	2	0

CDP

kNN(k)	threshold	images	classes
80	0.5	147427	79002
60	0.5	126985	56353
50	0.5	114147	42492
40	0.5	98625	29010