weitunglin/flowers5

This project is for flowers5 dataset using Ensemble Learning

Flowers5

This project using the dataset flowers5.

Result

Model	Acc
Resnet34	90.39%
Densenet121	94.21%
Resnet34 + Densenet121 (freeze backbone)	94.32%
Resnet34 + Densenet121 (finetune)	93.40%
4 x Densenet121 (freeze backbone)	95.14%

Reference

• https://discuss.pytorch.org/t/how-the-pytorch-freeze-network-in-some-layers-only-the-rest-of-the-training/7088/5
• https://discuss.pytorch.org/t/custom-ensemble-approach/52024/3