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resnet-dtd-finetuned
saad1926q/resnet-dtd-finetuned
resnet-dtd-finetuned is a image classification model from saad1926q. Use it when you need a label for an image. The card lists the license as apache-2.0.
This repository contains a ResNet model fine-tuned on the Describable Textures Dataset (DTD). The model was trained by freezing all layers except the last one to adapt to texture classification.
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Public
Updated Jun 6, 2025
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At a glance
- Task
- Image Classification
- License
- apache-2.0
- Access
- Public
- Created
- Jun 6, 2025
- Updated
- Jun 6, 2025
- SHA
- 68cef301
Model card
From the Hugging Face model README
Fine-tuned ResNet on DTD
This repository contains a ResNet model fine-tuned on the Describable Textures Dataset (DTD). The model was trained by freezing all layers except the last one to adapt to texture classification.
- Dataset: DTD (47 texture categories, 5640 images)
- Model: Pretrained ResNet with fine-tuning on DTD
- Usage: Load the model weights and run inference on texture images
You can checkout the dataset here.
- Task
- Image Classification
- License
- apache-2.0
- Created
- Jun 6, 2025
- Updated
- Jun 6, 2025