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Human Body Segmentation
Lab Assignment from AI for Beginners Curriculum.
Task
In video production, such as weather forecasts, it's often necessary to extract a human image from the camera and overlay it onto other footage. This is usually achieved using chroma key techniques, where a person is filmed against a solid-colored background that is later removed. In this lab, we will train a neural network model to extract the human silhouette.
The Dataset
We will use the Segmentation Full Body MADS Dataset from Kaggle. Download the dataset manually from Kaggle.
Starting Notebook
Begin the lab by opening BodySegmentation.ipynb
Takeaway
Body segmentation is just one of the many tasks that can be performed with images of people. Other important tasks include skeleton detection and pose detection. Check out the OpenPose library to explore how these tasks can be implemented.
Disclaimer:
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