README.md

List of pre-trained models with sample outputs

1. Frogs 64 x 64 v1
2. Frogs 64 x 64 v2
3. Frogs 64 x 64 v3

Frogs 64 x 64 v1 Model

This model was trained with the following parameters:

Resolution	Seed	Train epochs	Batch size	Lr	Dropout	Noise	Augmentations
64 x 64	127423	25	64	0.0002	0%	0%	Mirror

Sample:

Frogs 64 x 64 v2 Model

This model was trained with the following parameters:

Resolution	Seed	Train epochs	Batch size	Lr	Dropout	Noise	Augmentations
64 x 64	127423	25	128	0.0002	0%	0%	Mirror

Sample:

Frogs 64 x 64 v3 Model

This model was trained with the following parameters:

Resolution	Seed	Train epochs	Batch size	Lr	Dropout	Noise	Augmentations
64 x 64	127423	50	128	0.0001	0%	0%	Mirror + Rotate (0, 15, 30, 45)

Sample:

Frogs 128 x 128 v1 Model

This model was retrained many times and i forgot the pipeline

Sample:

Frogs 128 x 128 v1 Model

Trained on 512xc512 images

Sample: