Add model card for F-ViTA (#1)

- Add model card for F-ViTA (2f95271d39175da6c42b3b3bb064306a08cbd5e3)


Co-authored-by: Niels Rogge <nielsr@users.noreply.huggingface.co>

README.md

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+---
+pipeline_tag: image-to-image
+library_name: diffusers
+license: mit
+---
+
+# F-ViTA: Foundation Model Guided Visible to Thermal Translation
+
+This repository contains the model described in the paper [F-ViTA: Foundation Model Guided Visible to Thermal Translation](https://huggingface.co/papers/2504.02801).
+
+F-ViTA leverages foundation models (SAM and Grounded DINO) to guide the visible-to-thermal image translation process using an InstructPix2Pix diffusion model. This approach improves translation accuracy and generalizes well to out-of-distribution scenarios.
+
+Code: https://github.com/jay-jnp/F-ViTA
+
+Pre-trained checkpoints are available for several datasets:
+
+*   **KAIST:** [huggingface.co/jay-jnp/F-ViTA\_KAIST](https://huggingface.co/jay-jnp/F-ViTA_KAIST)
+*   **FLIR:** [huggingface.co/jay-jnp/F-VITA\_FLIR](https://huggingface.co/jay-jnp/F-VITA_FLIR)
+*   **NIRSCENE:** [huggingface.co/jay-jnp/F-VITA\_NIRSCENE](https://huggingface.co/jay-jnp/F-VITA_NIRSCENE)
+*   **OSU:** [huggingface.co/jay-jnp/F-VITA\_OSU](https://huggingface.co/jay-jnp/F-VITA_OSU)