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.vscode
.vscode
 
 
Code Files
Code Files
 
 
Experiment results process
Experiment results process
 
 
Prediction results/Projection results
Prediction results/Projection results
 
 
old results for only collected
old results for only collected
 
 
projectionRecognitionResults
projectionRecognitionResults
 
 
results for collected generated and both
results for collected generated and both
 
 
world map generation
world map generation
 
 
.gitattributes
.gitattributes
 
 
.gitignore
.gitignore
 
 
CNNforIdentification_1_27_cg.txt
CNNforIdentification_1_27_cg.txt
 
 
CNNforIdentification_1_7_2022_cg.txt
CNNforIdentification_1_7_2022_cg.txt
 
 
CNNforIdentification_carto_7_19_2021.txt
CNNforIdentification_carto_7_19_2021.txt
 
 
CNNforIdentification_parameters.txt
CNNforIdentification_parameters.txt
 
 
CNNforIdentification_quilts_8_11_2021.txt
CNNforIdentification_quilts_8_11_2021.txt
 
 
CNNforProjection_2_3_model_saving.txt
CNNforProjection_2_3_model_saving.txt
 
 
CNNforRegion_1500_1_8_2022_cg.txt
CNNforRegion_1500_1_8_2022_cg.txt
 
 
CNNforRegion_cartos_1_13.txt
CNNforRegion_cartos_1_13.txt
 
 
CNNforRegion_cartos_7_19_2021.txt
CNNforRegion_cartos_7_19_2021.txt
 
 
CNNforRegion_shifted_1_26_2021.txt
CNNforRegion_shifted_1_26_2021.txt
 
 
CNNforRegion_shifted_7_24_2021.txt
CNNforRegion_shifted_7_24_2021.txt
 
 
MLP_identification_carto_1_27.txt
MLP_identification_carto_1_27.txt
 
 
MLP_identification_carto_7_19_2021.txt
MLP_identification_carto_7_19_2021.txt
 
 
MLP_region_carto.txt
MLP_region_carto.txt
 
 
MLP_region_carto_7_19_2021.txt
MLP_region_carto_7_19_2021.txt
 
 
MLP_region_carto_7_19_2021.txt.txt
MLP_region_carto_7_19_2021.txt.txt
 
 
MLP_region_shifted_7_24.txt
MLP_region_shifted_7_24.txt
 
 
MLPforIdentification_1_6_2022_cg.txt
MLPforIdentification_1_6_2022_cg.txt
 
 
MLPforIdentification_parameters.txt
MLPforIdentification_parameters.txt
 
 
MLPforProjection_1_7_2022_cg.txt
MLPforProjection_1_7_2022_cg.txt
 
 
MLPforRegion_1_7_2022_cg.txt
MLPforRegion_1_7_2022_cg.txt
 
 
README.md
README.md
 
 
RegionCartoResults.docx
RegionCartoResults.docx
 
 
SVM_ShiftedTest.txt
SVM_ShiftedTest.txt
 
 
SVM_Shifted_projection_7_24_2021.txt
SVM_Shifted_projection_7_24_2021.txt
 
 
SVM_region_cartoTest.txt
SVM_region_cartoTest.txt
 
 
SVMforIdentification2_1_5_2022_cg.txt
SVMforIdentification2_1_5_2022_cg.txt
 
 
SVMforIdentification2_carto_1_31.txt
SVMforIdentification2_carto_1_31.txt
 
 
SVMforIdentification2_carto_7_19_2021.txt
SVMforIdentification2_carto_7_19_2021.txt
 
 
SVMforIdentification2_parameters.txt
SVMforIdentification2_parameters.txt
 
 
SVMforProjection2_1_5_2022_cg.txt
SVMforProjection2_1_5_2022_cg.txt
 
 
SVMforRegion0_1_5_2022_cg.txt
SVMforRegion0_1_5_2022_cg.txt
 
 
SVMforRegion0_carto_7_19_2021.txt
SVMforRegion0_carto_7_19_2021.txt
 
 
SVMforRegion_shifted_1_23.txt
SVMforRegion_shifted_1_23.txt
 
 
SVMforRegion_shifted_7_24.txt
SVMforRegion_shifted_7_24.txt
 
 
Slides for geocomputation 2019 Jialin Li.pptx
Slides for geocomputation 2019 Jialin Li.pptx
 
 
VGG16_pretrained_projection1250_cg.txt
VGG16_pretrained_projection1250_cg.txt
 
 
VGG19_pretrained_regionTest_9_27_2021.txt
VGG19_pretrained_regionTest_9_27_2021.txt
 
 
imgNameList_after_shuffle_projection1250.pickle
imgNameList_after_shuffle_projection1250.pickle
 
 
imgNameList_after_shuffle_projection1250_cg_42.pickle
imgNameList_after_shuffle_projection1250_cg_42.pickle
 
 
imgNameList_after_shuffle_region1500.pickle
imgNameList_after_shuffle_region1500.pickle
 
 
overlappedCartogramsUS.qgz
overlappedCartogramsUS.qgz
 
 
overlappedCartogramsWorld.qgz
overlappedCartogramsWorld.qgz
 
 
readPickle.py
readPickle.py
 
 
renameImageFiles.py
renameImageFiles.py
 
 

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Map_Identification_Classification

In this project, MLPs, SVMs and CNNs are used to identify whether an image is a map, classify the maps based on its region and projection.

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