🌍 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
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# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("paph3285/geoCLIP-tiny-resisc45", dtype="auto")