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Train a Custom Object Detection Model Using TensorFlow Object Detection API | MakeOptim #97

Open CatchZeng opened 2 years ago

CatchZeng commented 2 years ago

https://makeoptim.com/en/deep-learning/yiai-object-detection

This article will introduce the concept of object detection, and explain how to use TensorFlow Object Detection API to train a custom object detector through cases, including data set collection and processing, TensorFlow Object Detection API installation, and model training.

Tejatiriveedhi commented 2 years ago

I am having issue with running the makefile and its giving me error with cp and -d, is this tutorial meant to work in Linux?

CatchZeng commented 2 years ago

@Tejatiriveedhi I am having issue with running the makefile and its giving me error with cp and -d, is this tutorial meant to work in Linux?

Yes, it only works on Linux or Mac now. Because the official tutorial of TensorFlow Object Detection API is the same, see https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf2.md.

In addition, I personally suggest that in machine learning, using Linux will avoid many problems, and many libraries can only run under Linux, such as https://github.com/magenta/magenta.

Tejatiriveedhi commented 2 years ago

@CatchZeng

@Tejatiriveedhi I am having issue with running the makefile and its giving me error with cp and -d, is this tutorial meant to work in Linux?

Yes, it only works on Linux or Mac now. Because the official tutorial of TensorFlow Object Detection API is the same, see https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf2.md.

In addition, I personally suggest that in machine learning, using Linux will avoid many problems, and many libraries can only run under Linux, such as https://github.com/magenta/magenta.

Do you have any idea of how to run image segmentation algorithm using windows?

CatchZeng commented 2 years ago

@Tejatiriveedhi

@CatchZeng

@Tejatiriveedhi I am having issue with running the makefile and its giving me error with cp and -d, is this tutorial meant to work in Linux?

Yes, it only works on Linux or Mac now. Because the official tutorial of TensorFlow Object Detection API is the same, see https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf2.md.

In addition, I personally suggest that in machine learning, using Linux will avoid many problems, and many libraries can only run under Linux, such as https://github.com/magenta/magenta.

Do you have any idea of how to run image segmentation algorithm using windows?

Sorry, I don't have a Windows device on hand right now.

If you want to run it on Windows, you can try it out step by step according to the official documentation of TensorFlow Object Detection API.

Another option is to install an Ubuntu on your Windows device.