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{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## CuGraph Demonstration"
   ]
  },
  {

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class PreTrainedImageClassifier(nn.Module):
    """
    Transfer learning using Resnet models for map image classification.
    """
    def __init__(self, pt_model, dropout=0):
        super().__init__()
        # Set requires_grad = False for pretrained model.
        for param in pt_model.parameters():
            param.requires_grad = False
        

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"""
Script to use for creating static map images in QGIS. 
A dictionary of bounding boxes is required, with key representing the 
linkId and value a list of four coordinates representing the region that 
encloses the link. The dictionary for Charlotte has been included in the 
repository.

Author: James D. Triveri
Date: 2024-02
"""

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