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Flowers102-EfficientNet-B2
Lumia101/Flowers102-EfficientNet-B2
Flowers102-EfficientNet-B2 is a image classification model from Lumia101. Use it when you need a label for an image. It is set up for timm. The card lists the license as mit.
This model is a fine-tuned model of EfficientNet-B2, pre-trained on ImageNet-1K, for the Flowers 102 dataset.
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At a glance
- Task
- Image Classification
- Library
- timm
- License
- mit
- Access
- Public
- Created
- Feb 11, 2026
- Updated
- Feb 11, 2026
- SHA
- 46ac8678
Base models
Datasets
Model card
From the Hugging Face model README
Lumia101/Flowers102-EfficientNet-B2
This model is a fine-tuned model of EfficientNet-B2, pre-trained on ImageNet-1K, for the Flowers 102 dataset.
Test Results
- Loss: 1.2519 (With label_smoothing=0.1)
- Accuracy: 90.19%
Training Hyperparameters
- Batch size: 128
- Optimizer: AdamW
- Learning Rate: 3e-4
- Weight Decay: 1e-4
- LR Scheduler Type: CosineAnnealingLR
- Epochs: 20
- Automated Mixed Precision: Native AMP
Training Results
See TensorBoard.
- Task
- Image Classification
- Library
- timm
- License
- mit
- Created
- Feb 11, 2026
- Updated
- Feb 11, 2026