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EdjeElectronics / TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10

How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
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I need to detect Police Car #338

Open crossing1 opened 5 years ago

crossing1 commented 5 years ago

Hello,

I have a great parking spot in front of my house where I'm only legally allowed to park for max 5 minutes. In order for the police to give me a ticket they must stop in front of my house and start counting the minutes, when 5 minutes are meet I get the ticket. In order to avoid that I need to be notified somehow, the best think would be to either get a sound notification on a speaker inside the house , i.e. "POLICE ARRIVED !" , or maybe to get a text on my mobile which most of the time is around me but I prefer the speaker sound method , this way everyone in the house will hear it and let me know to move the car.

I have found this video https://www.youtube.com/watch?v=gGqVNuYol6o but I'm not sure if will solve me problem , I may need a better camera ? I need to mount it inside the house on window to detect the police car. I have no experience with Raspberry Pi, simple easier ready made solution would be better .. Any advice please ?

aidoshacks commented 5 years ago

The video you have linked to is perfect for this problem. If you need a better camera you can easily connect most cameras to a Raspberry Pi. The only way you know is by testing it.

EdjeElectronics commented 5 years ago

Haha! I like this project idea. Stick it to the man using technology! I will comment later with some ideas for you.

iCounterBOX commented 4 years ago

@crossing1 - great idea..did you made any progress on this? .i also would like to step into...from my perspective your video is step2. First we would need lots of Police-Car-Pics to train our model...once done the rest is quite easy. Coco from video only would detect car...To be more precise we need pictures with this typical contours of police-cars...so my question first would be. how we will get all those different Police-Car-Pictures ;-)

One idea would be to place a cam with motion-detection in front of your house ( as you mention that there are police-cars sometimes waiting!?)...then i would run this preselector ( a_carOccupancy_PreSelector_Cars_V2.py ) from here: https://github.com/iCounterBOX/TensorFlow_CarOccupancyDetector_V2 this preselector gives us single Cars-pics...in our case just pictures with Cars ( in front of your House )...Labeling them and training...and the model might be basically done

israel099 commented 10 months ago

any progress on this project bro because i'm interested in it