Sunset-Detector

An image recognition project to detect all sunset/sunrise images with machine learning and SVM in 5000+ images.

One of the term projects and papers for CSSE463 Image Recognition, worked with Ethan Russell.

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
Barcelona		Barcelona
Data		Data
AmazingAlexNet.png		AmazingAlexNet.png
CNNfeatures.mat		CNNfeatures.mat
EthanRussell_ScottCai_SunsetDetector.docx		EthanRussell_ScottCai_SunsetDetector.docx
EthanRussell_ScottCai_SunsetDetector_final.docx		EthanRussell_ScottCai_SunsetDetector_final.docx
ExtractingFeatures.m		ExtractingFeatures.m
FeatureExtractionCNN.m		FeatureExtractionCNN.m
NewSVM.m		NewSVM.m
README.md		README.md
ReadImgs.m		ReadImgs.m
SunsetGrading.docx		SunsetGrading.docx
SunsetGradingPart2.docx		SunsetGradingPart2.docx
SunsetSpecifications.docx		SunsetSpecifications.docx
TrainSVM (1).m		TrainSVM (1).m
TrainSVM.m		TrainSVM.m
TransferLearningAlexnet.m		TransferLearningAlexnet.m
TransferLearningGooglenet.m		TransferLearningGooglenet.m
TransferLearningResnet101.m		TransferLearningResnet101.m
alexnet_score.mat		alexnet_score.mat
cnn_hyperparameter_optimization.mat		cnn_hyperparameter_optimization.mat
features.mat		features.mat
imageDatastoreReader.m		imageDatastoreReader.m
mainSVM.m		mainSVM.m
newTestSunrise.m		newTestSunrise.m
normalizeFeatures01.m		normalizeFeatures01.m
roc.m		roc.m
sampleFeatureVector.txt		sampleFeatureVector.txt
something_about_threshold.mat		something_about_threshold.mat

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