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Train ResNet to recognize over 998 categories (997 plants + 1 others) for Kaggle Competition.
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Deep Learning for Plants Disease Recognition for AI Challenger 2018 Competition.
- Directly train state-of-the-art models (ResNeXt/ResNet/DenseNet) pretrained on ImageNet and fine-tune for classification.
- Apply bilinear pooling and zoom data augmentation for fine-grained visual recognition.
| Model | Top-1 Accuracy |
|---|---|
| ResNet50 | 89.0947% |
| ResNet18 | 84.5452% |