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built a smart parking system with Roboflow workflows. - license plate detection and ocr - object tracking with bytetrack. - counting cars entering and leaving the lot. - real-time alerts via telegram. link:

SkalskiP

40,255 subscribers

26,478 views • 1 year ago •via X (Twitter)

Science & Technology News & Politics Education

Anya Rossi• Live Now

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10 Comments

SkalskiP1 year ago

I regret using OpenAI for license plate OCR. expensive, slow, censors results, and refuses to read plates 20-30% of the time. open-source models like florence2 are more reliable.

SkalskiP1 year ago

2 years ago i made a whole tutorial on coding this from scratch. now it's just 2 clicks in workflows. link to my original line counting tutorial:

SkalskiP1 year ago

custom python blocks in roboflow workflows are powerful. built a telegram bot connector for real-time alerts.

SkalskiP1 year ago

smart parking systems are just the beginning. roboflow workflows can be used for so much more. check out my clothes detection + sam2 + stabilityai inpainting workflow

Pstwh1 year ago

@roboflow I worked on a similar project some time ago, but it was just a toy project for Brazilian license plates due to limited data. It's lightweight, open-source. YOLO + a custom MobileNet encoder + GPT decoder for OCR. Also made some libs for fun. Check it out:

Cory Newson1 year ago

@roboflow What a long way we have come!

SkalskiP1 year ago

@roboflow crazy!!!

Marcin Jan Puhacz1 year ago

@roboflow To przy lidlu na Mogilskiej?🕵️‍♂️

SkalskiP1 year ago

@roboflow XD cicho bo mnie zamkną!

Tekholms1 year ago

@roboflow Bro is a wizard 🪄

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