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BEGIN_YEARMONTH,BEGIN_DAY,BEGIN_TIME,END_YEARMONTH,END_DAY,END_TIME,EVENT_ID,STATE,STATE_FIPS,YEAR,MONTH_NAME,EVENT_TYPE,BEGIN_DATE_TIME,CZ_TIMEZONE,END_DATE_TIME,INJURIES_DIRECT,DEATHS_DIRECT,DAMAGE_PROPERTY,DAMAGE_CROPS,MAGNITUDE,MAGNITUDE_TYPE,BEGIN_LAT,BEGIN_LON | |
201612,27,500,201612,27,900,669700,MASSACHUSETTS,25,2016,December,Strong Wind,12/27/2016 5:00,EST-5,12/27/2016 9:00,0,0,0.10K,0.00K,41,EG,, | |
201612,27,200,201612,27,600,669703,MASSACHUSETTS,25,2016,December,Strong Wind,12/27/2016 2:00,EST-5,12/27/2016 6:00,0,0,0.10K,0.00K,42,MG,, | |
201612,27,200,201612,27,700,669707,MASSACHUSETTS,25,2016,December,Strong Wind,12/27/2016 2:00,EST-5,12/27/2016 7:00,0,0,0.10K,0.00K,49,MG,, | |
201612,27,300,201612,27,700,669708,MASSACHUSETTS,25,2016,December,Strong Wind,12/27/2016 3:00,EST-5,12/27/2016 7:00,0,0,0.10K,0.00K,41,EG,, | |
201612,18,1400,201612,18,1700,669667,RHODE ISLAND,44,2016,December,Strong Wind,12/18/2016 14:00,EST-5,12/18/2016 17:00,0,0,0.10K,0.00K,46,MG,, | |
201612,27,200,201612,27,600,669686,MASSACHUSETTS,25,20 |
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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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