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dakota-ai-cifar10-classifier
TrashHobbit/dakota-ai-cifar10-classifier
dakota-ai-cifar10-classifier is a image classification model from TrashHobbit. Use it when you need a label for an image. It is set up for keras. The card lists the license as mit.
This is a high-accuracy image classifier trained on the CIFAR-10 dataset using transfer learning with VGG16 as the base model.
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At a glance
- Task
- Image Classification
- Library
- keras
- License
- mit
- Access
- Public
- Created
- Sep 21, 2025
- Updated
- Sep 21, 2025
- SHA
- d7d13f8b
Datasets
Model card
From the Hugging Face model README
Dakota AI CIFAR-10 Image Classifier
This is a high-accuracy image classifier trained on the CIFAR-10 dataset using transfer learning with VGG16 as the base model.
Model Details
- Architecture: VGG16 Transfer Learning + Custom Classification Head
- Input Size: 224×224×3 pixels
- Output: 10 CIFAR-10 classes
- Accuracy: 95%+ validation accuracy achieved
CIFAR-10 Classes
- Airplane
- Automobile
- Bird
- Cat
- Deer
- Dog
- Frog
- Horse
- Ship
- Truck
Usage
from huggingface_hub import from_pretrained_keras
model = from_pretrained_keras("TrashHobbit/dakota-ai-cifar10-classifier")
Training Details
- Transfer learning from pre-trained VGG16
- Data augmentation and regularization
- Early stopping and learning rate scheduling
- Custom loss and optimization strategies
Performance
- Validation Accuracy: 95%+
- Test Accuracy: 95%+
Built by Dakota AI for the Dakota AI Image Classification Demo.
- Task
- Image Classification
- Library
- keras
- License
- mit
- Languages
- en
- Created
- Sep 21, 2025
- Updated
- Sep 21, 2025