Dogs_VS_Cats
Dogs_VS_Cats competition on Kaggle Using Transfer Learning
Requirements
Results
| Base Model/Model | LogLoss | Ranking |
|---|---|---|
| Inception V3 | 0.04095 | <20 |
| Xception | 0.04101 | <20 |
| Inception ResNet V2 | 0.03796 | 8 |
| Merge | 0.03582 | 7 |
CAM Visualization
Jupyter Notebook here
Reference
Zhou B, Khosla A, Lapedriza A, et al. Learning deep features for discriminative localization[C]//Computer Vision and Pattern Recognition (CVPR), 2016 IEEE Conference on. IEEE, 2016: 2921-2929.