lmirel / nano-ssr

speed limit sign recognition with Jetson Nano

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nano-ssr

speed limit sign recognition with Jetson Nano

follow the info from here to transfer learning of a network (I used resnet18) using the german traffic sign set (for example) https://github.com/dusty-nv/jetson-inference

german traffic sign dataset is here https://sid.erda.dk/public/archives/ff17dc924eba88d5d01a807357d6614c/published-archive.html

convert to onnx, the labels.txt file should be available as well.

start with: ./tsr-camera.py --model=resnet18.onnx --input_blob=input_0 --output_blob=output_0 --labels=labels.txt

use at your own risk and don't blame me for your speeding tickets!

contact me if you want to use my trained model, I get over 99% accuracy.

donate if you feel this helped you: https://paypal.me/lazarmirel

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speed limit sign recognition with Jetson Nano

License:GNU General Public License v3.0


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