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Custom object detection using tf2 on GPU on windows

Created 3 years ago
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ArnabChatterjee
@ArnabChatterjee
ArnabChatterjee
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I was trying to use tensorflow 2 to train my model using a custom image data set and I was using Tensorflow 2 API from Tensorflow model garden Github page and was using tensorflow 2 pretrained model as reference from model zoo of Github. I am working on a Windows 8.1 machine and was trying to achieve the custom object training and detection using Anaconda 3 with python version 3.8 along with Tensorflow 2.3. If you can provide me a step by step beginner's tutorial to train my model specifically on GPU using my own dataset and then use the model again on GPU to draw inferences it would be quite a help. I have already tried probable resources over the web and most of them either are not full proof or have bugs or are not comprehensible to me.

Once again my query in a nutshell:

Custom object training and detection using Tensorflow 2.3 with Python 3.8 and Anaconda 3 using GPU on Windows machine (Windows 8.1)

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