Tensorflow Object Detection Tutorial - Complete Guide for Beginners

In this tutorial we are discussing about how to install TensorFlow Object Detection API in your computer and how to customize it for the purpose of using in our own object detection application.

Please let me know any issues and concerns in the comment section

Stay tuned with us for the next tutorial, Customize Object Detection using TensorFlow Object Detection API

[deekurdy]

In this tutorial, he is using tensorflow version 2.0.0. So, Install the correct version using the following command: pip install tensorflow==2.0.0

[gabip]

This is the best tutorial for setting up TensorFlow Object Detection API! I have a project due in 3 days and this helped me get rid of all the errors and useless tutorials

[mk]

excellent work. as other say, its the best Tensorflow tutorial with practical examples. great work

[mk]

I would really love to see a video where you explain every piece of AI like opencv, anaconda, tensorflow, doods...etc

[pavithralakshan]

Thanks a lot for the content. Great video...

[how]

Very Helpful for my research. from SLIIT 😍

[geethagiri]

Thank you for your wonderful explanation

[하진석-tf]

Thank you for video. It is very helpful! I have a question about the model config file. In that file, there are some lines like eval_config, and eval_input_reader. Those eval means validation during the train? or test the model?

[saravananravi]

This tutorial is so informative and will you please make a tutorial for determining distance between persons or objects in a video.

[manaschhotray]

Great Video, Really Informative. Could you please also make a video on a Customized object detector using Tensorflow OD API with random data sets collected from Google Open Image Datasets?

[ayeshmanthamaduranga]

Very good explanation, Keep on doing this

[sarahannou]

have you any good guides to install correctly tensorflow object detection api ?

[anamee]

Can I please know which processor do you need for run this project!! Is GPU needed!!

[shubham]

Thanks a ton for the tutorial, it was very well explained. I am getting a bunch of error in the below lines,
model_name =
detection_model = load_model(model_name)


ERROR:root: Internal Python error in the inspect module.
Below is the traceback from this internal error.

Traceback (most recent call last):
File "C:\Users\shubh\Anaconda3\lib\site-packages\IPython\core\interactiveshell.py", line 3326, in run_code
AttributeError: module 'TensorFlow' has no attribute 'keras'


Do I need to use a different model? I saw in some post it is mentioned to use TensorFlow 2.0.0, can I do it with 2.1.0?

[amitdutta]

can you make a video on custom object detection using tensorflow??

[bhupendranagda]

very nice video
can i integrate it with android?? please answer

[vamsibalijepally]

please do a video for custom image detection

[sriadityab]

Nice one. Can you explain the code step by step?

[nayandharviya]

how I could download this model as .pb(protobuf) format for serving it using TensorFlow serving?

[praneshragavendar.s]

Do you know the class index for elephant? Please do reply