Hello Zhiwei Fang,
I hope you are doing well. My name is Aiswarya, and I am a B.Tech Computer Science with ai and ml student working on an academic project related to gesture-based mouse control.
I recently came across your AirCtrl project and found it very impressive. I am trying to understand the technical details more deeply, especially from a learning and research perspective.
If you don’t mind, I would like to ask a few questions:
• How did you collect the hand gesture dataset used to train the model (for example, webcam images, gesture classes, duration, number of samples)?
• What kind of data preprocessing was applied before training?
• Which model architecture did you use in TensorFlow for gesture recognition?
• Was the model trained using image data or extracted features?
• Is there any plan to release a sample or description of the dataset for academic reference?
I completely understand if the dataset cannot be shared. Even a high-level explanation would be extremely helpful for my learning.
Thank you very much for your time and for sharing such an inspiring project with the community.
Best regards,
Aiswarya
Hello Zhiwei Fang,
I hope you are doing well. My name is Aiswarya, and I am a B.Tech Computer Science with ai and ml student working on an academic project related to gesture-based mouse control.
I recently came across your AirCtrl project and found it very impressive. I am trying to understand the technical details more deeply, especially from a learning and research perspective.
If you don’t mind, I would like to ask a few questions:
• How did you collect the hand gesture dataset used to train the model (for example, webcam images, gesture classes, duration, number of samples)?
• What kind of data preprocessing was applied before training?
• Which model architecture did you use in TensorFlow for gesture recognition?
• Was the model trained using image data or extracted features?
• Is there any plan to release a sample or description of the dataset for academic reference?
I completely understand if the dataset cannot be shared. Even a high-level explanation would be extremely helpful for my learning.
Thank you very much for your time and for sharing such an inspiring project with the community.
Best regards,
Aiswarya