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Update WRITEUP.md
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Corrected a typographical error
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ajudges committed Jul 12, 2020
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Expand Up @@ -11,8 +11,6 @@ OpenVINO toolkit uses the model optimizer to convert the known layers in a model

The process behind converting custom layers involves a preliminary check for unsupported layers using model and the device type, via the query_network method on the IECore class. If there are unsupported layers, a custom layer can then be added with the add_extension method using the required library and deployment device type.

Some of the potential reasons for handling custom layers are...

## Comparing Model Performance

My method(s) to compare models before and after conversion to Intermediate Representations
Expand All @@ -36,4 +34,4 @@ The second use case can be very useful, especially in limiting the spread of inf

No model is hundred percent accurate. The model deployed in this project has a mean average precision of 22 COCO mAP(^1). It could be seen that the model was not always identifying a particular person who was dressed in an all black attire and had his hair styled in a particular unique way.

The model would perform poorly in poor lighting conditions. The model should not be expected to detect people when the ambience is dark.
The model would perform poorly in poor lighting conditions. The model should not be expected to detect people when the ambience is dark.

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