├── Generic Object Segmentation ├── Link to Video.txt └── imageSegmentation.py ├── Image Segmentation Presentation.pptx ├── Lane_Detection ├── .DS_Store ├── Link to Video.txt ├── lanedetectprogram.py └── trialvideo.mp4 ├── Medical Image Enhancement ├── Application.ipynb ├── Application.py ├── Berlin.jpg ├── Link to Video.txt ├── mri1.jpg └── mri2.jpg ├── Minor Report.pdf ├── README.md ├── Satellite Image Segmentation ├── Data │ └── _Links │ │ └── MassachusettsRoads │ │ ├── Images.txt │ │ └── Targets.txt ├── Models │ ├── road_mapper_2.h5 │ └── road_mapper_final.h5 ├── Src │ ├── Road_Detection_GPU.ipynb │ ├── acquire_data.py │ ├── build_dataset.py │ ├── get_data_generators.py │ └── loss_functions.py └── requirements.txt └── output ├── Application_Result_1.png ├── Application_Result_2.png ├── Application_Result_3.png ├── Program_Output.png ├── burma-segmented.jpg ├── burma.jpg ├── duomo-segmented.jpg ├── duomo.jpg ├── final_output.png ├── myface.jpeg ├── org_test.png ├── output.jpeg ├── results.png ├── tunnel-segmented.png └── tunnel.png /Generic Object Segmentation/Link to Video.txt: -------------------------------------------------------------------------------- 1 | https://youtu.be/1PKx28Ndyp8 2 | -------------------------------------------------------------------------------- /Generic Object Segmentation/imageSegmentation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Generic Object Segmentation/imageSegmentation.py -------------------------------------------------------------------------------- /Image Segmentation Presentation.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Image Segmentation Presentation.pptx -------------------------------------------------------------------------------- /Lane_Detection/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Lane_Detection/.DS_Store -------------------------------------------------------------------------------- /Lane_Detection/Link to Video.txt: -------------------------------------------------------------------------------- 1 | https://www.youtube.com/watch?v=kikCMDAUhKU 2 | -------------------------------------------------------------------------------- /Lane_Detection/lanedetectprogram.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Lane_Detection/lanedetectprogram.py -------------------------------------------------------------------------------- /Lane_Detection/trialvideo.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Lane_Detection/trialvideo.mp4 -------------------------------------------------------------------------------- /Medical Image Enhancement/Application.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Medical Image Enhancement/Application.ipynb -------------------------------------------------------------------------------- /Medical Image Enhancement/Application.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Medical Image Enhancement/Application.py -------------------------------------------------------------------------------- /Medical Image Enhancement/Berlin.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Medical Image Enhancement/Berlin.jpg -------------------------------------------------------------------------------- /Medical Image Enhancement/Link to Video.txt: -------------------------------------------------------------------------------- 1 | https://youtu.be/guPS_3dauo8 2 | -------------------------------------------------------------------------------- /Medical Image Enhancement/mri1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Medical Image Enhancement/mri1.jpg -------------------------------------------------------------------------------- /Medical Image Enhancement/mri2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Medical Image Enhancement/mri2.jpg -------------------------------------------------------------------------------- /Minor Report.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Minor Report.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/README.md -------------------------------------------------------------------------------- /Satellite Image Segmentation/Data/_Links/MassachusettsRoads/Images.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Satellite Image Segmentation/Data/_Links/MassachusettsRoads/Images.txt -------------------------------------------------------------------------------- /Satellite Image Segmentation/Data/_Links/MassachusettsRoads/Targets.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Satellite Image Segmentation/Data/_Links/MassachusettsRoads/Targets.txt -------------------------------------------------------------------------------- /Satellite Image Segmentation/Models/road_mapper_2.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Satellite Image Segmentation/Models/road_mapper_2.h5 -------------------------------------------------------------------------------- /Satellite Image Segmentation/Models/road_mapper_final.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Satellite Image Segmentation/Models/road_mapper_final.h5 -------------------------------------------------------------------------------- /Satellite Image Segmentation/Src/Road_Detection_GPU.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Satellite Image Segmentation/Src/Road_Detection_GPU.ipynb -------------------------------------------------------------------------------- /Satellite Image Segmentation/Src/acquire_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Satellite Image Segmentation/Src/acquire_data.py -------------------------------------------------------------------------------- /Satellite Image Segmentation/Src/build_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Satellite Image Segmentation/Src/build_dataset.py -------------------------------------------------------------------------------- /Satellite Image Segmentation/Src/get_data_generators.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Satellite Image Segmentation/Src/get_data_generators.py -------------------------------------------------------------------------------- /Satellite Image Segmentation/Src/loss_functions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Satellite Image Segmentation/Src/loss_functions.py -------------------------------------------------------------------------------- /Satellite Image Segmentation/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/Satellite Image Segmentation/requirements.txt -------------------------------------------------------------------------------- /output/Application_Result_1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/Application_Result_1.png -------------------------------------------------------------------------------- /output/Application_Result_2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/Application_Result_2.png -------------------------------------------------------------------------------- /output/Application_Result_3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/Application_Result_3.png -------------------------------------------------------------------------------- /output/Program_Output.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/Program_Output.png -------------------------------------------------------------------------------- /output/burma-segmented.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/burma-segmented.jpg -------------------------------------------------------------------------------- /output/burma.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/burma.jpg -------------------------------------------------------------------------------- /output/duomo-segmented.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/duomo-segmented.jpg -------------------------------------------------------------------------------- /output/duomo.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/duomo.jpg -------------------------------------------------------------------------------- /output/final_output.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/final_output.png -------------------------------------------------------------------------------- /output/myface.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/myface.jpeg -------------------------------------------------------------------------------- /output/org_test.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/org_test.png -------------------------------------------------------------------------------- /output/output.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/output.jpeg -------------------------------------------------------------------------------- /output/results.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/results.png -------------------------------------------------------------------------------- /output/tunnel-segmented.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/tunnel-segmented.png -------------------------------------------------------------------------------- /output/tunnel.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Aaron-Paul/Image-Segmentation/HEAD/output/tunnel.png --------------------------------------------------------------------------------