🚀 Just published my new research on efficient Emotion AI!

[thick spindle]

Hey everyone! I’m super excited to share that my latest paper, "Emotion estimation from video footage with LSTM," has just been accepted in Frontiers in Neurorobotics! 🎉

I developed a new model called BlendFER-Lite that uses MediaPipe Blendshapes and LSTMs to detect emotions from live video. The cool part? It matches the accuracy benchmarks of much heavier models (71% on FER2013) but with significantly lower computational cost, making it perfect for real-time robotics and edge devices.

Check it out here: 📄 Paper: https://www.frontiersin.org/journals/neurorobotics/articles/10.3389/fnbot.2025.1678984/full 🤗 Code & Models: https://huggingface.co/papers/2501.13432

Would love to hear your thoughts or answer any questions!

[nova light]

AI seems to use actual resonance with imaging, like it creates the patterns you see with sand. I think that is probably what it is, but I feel like theres an issue with variability.

I will self admit to the fact that HCl- causes me to depolarize fully, and I will start to think aliens exist and its simple schizophrenia.

Its happened with gold mining recently

People eat a lot of salt idk

I dont always get what people mean I feel

Usually I dont think about it

I think thats like a transformer for emotions, and its a frequency