u/Defiant-Ad3530

Cleaning a drowsiness dataset?

Hello! So I’m going to do a CNN driver drowsiness detection mobile application and I want to start with training the model soon, because of the academic deadline 😮‍💨

SO I‘ve found a couple of datasets based on driver fatigue on Kaggle and Other websites but I’m a little confused about how to start cleaning the dataset. Any advice or tips?

We just learned how to clean a simple dataset but my lecturer told me that cleaning ah image/video dataset is starkly different and challenging.

So where should I start? I would really appreciate it!

thanks!

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u/Defiant-Ad3530 — 4 days ago

Hey!

so I went for an interview today, for an SEO intern role, and it went well. I applied for it because I’m lowkey just ready to take anything at this point since I’m in the final year of my degree in Software Engineering right now and have zero professional experience / no internships, nothing.

I’m just wondering if I have an internship as an SEO Intern, would it be useful and count as experience when I move into the software engineering industry and start applying for those roles? I already am but it’s not gone anywhere so far and I haven’t had any luck so I’m desperate for any experience 😭

I’d appreciate any advice. Thanks!

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u/Defiant-Ad3530 — 6 days ago

hey, so I’m currently hoping to work on my Driver Drowsiness Detection (using CNN) on Flutter, for the UI, but I have ZERO experience with Dart and Flutter ://

I was wondering if anyone had any advice about where I should start, or if this is even a good idea or whether it would be better to stick to what I know (Java in Android Studio)

I would appreciate any advice and suggestions. thanks!

reddit.com
u/Defiant-Ad3530 — 12 days ago

Hello!

SO I've decided to create a driver drowsiness detection app using CNN and it'll be a mobile application. That is the basic idea so far.

Do you have any suggestions as to what features you would like for an application like this?

So far I hope to integrate these:

  1. Smart alerts based on severity (from a vibration -> alarm -> message)

  2. The app provides suggestions to make a call or park the car and take a break to fight drowsiness

  3. Nearest break stops

If you have anything that you think might suit this application, or just in general regarding this project, I'd love to know.

Thank you.

reddit.com
u/Defiant-Ad3530 — 15 days ago