This tutorial explains how to convert TensorFlow Object Detection models to OpenVINO IR.
![](https://private-user-images.githubusercontent.com/41733560/247651801-f9b59be1-1d2f-4e13-9678-67205be78841.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.vGLSWaTZGnUe1aE_pSu-OK8BiqWIULp9Euq6xOdH15s)
The notebook shows how to convert the Faster R-CNN with Resnet-50 V1 Object Detection model and then detect objects in an image using OpenVINO Runtime.
This is a self-contained example that relies solely on its own code.
We recommend running the notebook in a virtual environment. You only need a Jupyter server to start. For details, please refer to Installation Guide.
![](https://private-user-images.githubusercontent.com/76161256/267308049-b0acc7bb-92c7-4c83-9484-84a8e1b798b7.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.uNcYQQXTh7V3rjv7eN8DfeoZYEBMKqzH7JOxuTgA5JM)
The notebook shows how to convert the Mask R-CNN with Inception ResNet V2 Instance Segmentation model and then segment instances in an image using OpenVINO Runtime.
This is a self-contained example that relies solely on its own code.
We recommend running the notebook in a virtual environment. You only need a Jupyter server to start. For details, please refer to Installation Guide.