MaybeShewill-CV / lanenet-lane-detection

Unofficial implemention of lanenet model for real time lane detection
Apache License 2.0
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What is the minimum number of elements to train? #369

Closed dpramirez closed 4 years ago

dpramirez commented 4 years ago

In addition to the doubt of the title, are you creating the training images with any specific program?

MaybeShewill-CV commented 4 years ago

@dpramirez The tusimple dataset was used in this program and you may refer to their website to check out the detailed description about it. Also the model can be trained on culane dataset and you're welcomed to do such a experiment:)

dpramirez commented 4 years ago

@MaybeShewill-CV I understand and it is quite clear to me, my problem is how I generate the binary image and the instance, I generated it manually occupying gimp but when adding it, the training falls. Also I just wanted to add a couple more images that interested me and Culane is more information than I need.

MaybeShewill-CV commented 4 years ago

@dpramirez You may look at this https://github.com/MaybeShewill-CV/lanenet-lane-detection/blob/master/tools/generate_tusimple_dataset.py which will guide you to generate the training samples:)

dpramirez commented 4 years ago

@MaybeShewill-CV I saw it, I appreciate the answer. But what I do not understand is where I get the json and how I produce it, I saw in other doubts that there is another repository that generates them but there must be a simpler way. If you can give me a guide or help I would be very grateful. my image is as follows: 0006

I want to detect the following lines:

0006_a

Sorry I'm still a novice, I don't want to cause you trouble.

MaybeShewill-CV commented 4 years ago

@dpramirez Google the usage of labelme which should help you to annotate such a image segmentation task:)

dpramirez commented 4 years ago

some example of the json that you use for the generate_tusimple

MaybeShewill-CV commented 4 years ago

@dpramirez Seems that the dataset are not available now on Tusimple website. You'd better to google it yourself:)

pythonmjs commented 4 years ago

@MaybeShewill-CV @dpramirez , Do we need to make binary images and instance images from labelme tool for like 1000 images?