- Published on October 16, 2020
- In Deep Tech
Background Tuning Of Images With DeepLab V3 Using Pixellib
Edit the picture background based on image segmentation with pre-trained deep learning model in python
- By Bhavishya Pandit
If today, I say that you don’t need any software to edit your pictures and can edit by yourself with pre-trained deep learning model in python, how awesome would that be?
Let’s see how we can make it.
But before that one needs to understand what foreground and background are.
Source: Pinterest
Required Deep Learning Tools
Now we will try to understand the dependency and how can one download the pre-trained model.
To download the pre-trained model:
Open your browser and copy this URL there, press enter. https://github.com/ayoolaolafenwa/PixelLib/releases/download/1.1/deeplabv3_xception_tf_dim_ordering_tf_kernels.h5
Dependency: Pixellib
Installation: pip install pixellib
Code:
#importing packages
import pixellib
from pixellib.tune_bg import alter_bg
f
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Bhavishya Pandit
Understanding and building fathomable approaches to problem statements is what I like the most. I love talking about conversations whose main plot is machine learning, computer vision, deep learning, data analysis and visualization.
Apart from them, my interest also lies in listening to business podcasts, use cases and reading self help books.
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