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tfaehse / DashcamCleaner

Censor identifiable information in videos, in particular dashcam recordings in Germany.
GNU Affero General Public License v3.0
130 stars 27 forks source link

Performance Compare GUI Settings #78

Open nils8107 opened 1 year ago

nils8107 commented 1 year ago

Hello

I spend a bit time today to check the diffrent settings in the GUI Version with Yolo V8 (August 2023)

I used a 1min 4K Clip driving on a highway. 3840X2160p /H264-MPEG4 AVC/29.97fps/439MB

Also one Test with 1080p vs 4K

My Computer: OS: Win11 (Latest) CPU: i7 13700k GPU: Nvidia RTX4090 (24GB) RAM: 32GB DDR5 6000MHz Storage: 2TB NMME

Screenshot 2023-08-10 103209

Screenshot 2023-08-10 103406

Only Issue I have are the Trucks licence plate not getting detected well from Switzerland: See Video: (url)](https://youtu.be/dOnSkP5UEac)

Any other advice I should try?

I`m happy with the result 1min 4K video takes 05:12min and 1080p version 01:42min

joshinils commented 1 year ago

I know of a complaint for motorcycle plates, which have the same form factor as the trucks plates. tfaehse said he doesn't have enough training data of them.

On the edges of the frame, the plates are bigger and thus need a larger --blur_size than the default. Especially with 4K footage, the blurring is simply not strong enough otherwise.

The edges still appear a bit sharp, so I would increase the --feather_edges option.

tfaehse commented 9 months ago

Nice hardware!

If it's possible for (either of) you, could you share some unedited footage that contains these license plates that aren't getting detected? I could try and manually label some of it and include it in the training.

nils8107 commented 9 months ago

Hello

I can send you some RAW video of swiss Motorbike Plates. Do you also need some swiss car videos?

I will send you a Email with the Links..

Regards, Nils