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---
library_name: transformers
tags:
- clip
- satellite
- geolocation
- resisc45
---

# 🌍 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
![Loss curve](loss_curve_20251008_025207.png)  
![Retrieval bar](retrieval_bar_20251008_025208.png)

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Generated 2025-10-08 02:58 UTC