kdhht2334 / elim_fer

[NeurIPS 2022] The official repository of Expression Learning with Identity Matching for Facial Expression Recognition

Hi there I'm Daeha Kim👋

• 🌱 I’m currently developing Emotional AI Framework for Human-AI Interaction.
• ⚡ My research interests are facial expression recognition, image generation via diffusion models, and large language models (LLMs).
• 📫 Contact me:

elim_fer's Issues

offset of valence and arousal

Hi.

Thank you for the amazing work.

I have a question about offsets in scripts. In your code, you set offset values for valence and arousal. Can you tell me why this is necessary and how you determined these values?

License

Hi.
Thank you for the amazing work!
Could you clarify the license for this code? I would like to utilize this valence-arousal estimation model in my research.

Estimation using my own facial image data.

Thanks for the amazing work!

For my own research, I would like to estimate valence-arousal using my own facial image data.
Which script should I use for this?
I thought this part was estimating valence and arousal, but I am not sure what "def hand_detection()" is doing.

Can you provide a script to estimate valence-arousal from a single image using pre-trained weights?

How to create custom data for training ?

First thanks for your great work. I have a question about the dataset annotation and I need your help. Now that I have 10000 images that don't have labels. How I could label my dataset to apply to your model ? Hope that you can explain it to me.

Pre trained model

Hi,

I was wondering if you plan to upload the weights for a pre-trained model.
Currently, I couldn't find any.

Thanks

Reproducing AffectNet results.

Hello!

Thanks for sharing your works.

• How can I reproduce the affectnet results?
  The script seems to require some preprocess.

• Can you share affectnet pretrained model?

Regards,
Sungguk Cha