Environment:

• OS: Windows 10
• Python: 3.x (Conda environment)
• Installation method: Conda + manual weight download

Steps to reproduce:

1. Install the environment in Conda on Windows.
2. Run the command:
   python modality_engine.py --modality infrared --input_path ./figs/origin_image.jpg --output_dir './result'
3. Open the generated image in the ./result folder.

Expected behavior:
The generated output should resemble the infrared results shown in the repository examples.

Actual behavior:
The output image does not look like an infrared image.

Notes:

• The environment installation completed without errors.
• I suspect the issue might be related to the weights I downloaded (possibly incorrect or outdated).
• Could you confirm the correct weights for infrared and share a verified download link?

Request:
Please help me verify the correct weights and any additional steps needed to reproduce your results.

Thanks!