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geoCLIP-tiny-resisc45
paph3285/geoCLIP-tiny-resisc45
geoCLIP-tiny-resisc45 is a machine learning model from paph3285. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
Fine-tuned Tiny CLIP (≈ 19 M params) from scratch on RESISC45 satellite scenes. Pairs: (image, "A satellite image of {label}")
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Public
Updated Oct 8, 2025
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At a glance
- Library
- transformers
- Access
- Public
- Created
- Oct 8, 2025
- Updated
- Oct 8, 2025
- SHA
- e79da70d
Model card
From the Hugging Face model README
🌍 GeoCLIP – Tiny CLIP Trained on RESISC45 (Satellite Scenes)
Fine-tuned Tiny CLIP (≈ 19 M params) from scratch on RESISC45 satellite scenes.
Pairs: (image, "A satellite image of {label}")
Training Summary
| Parameter | Value |
|---|---|
| Steps | 300 (tiny subset) |
| Optimizer | AdamW (3e-4 lr) |
| Loss ↓ | 1.49 (final) |
| Retrieval Top-5 ↑ | ≈ 15 % |
Visuals
Generated 2025-10-08 02:58 UTC
- Library
- transformers
- Created
- Oct 8, 2025
- Updated
- Oct 8, 2025