GitHub - henrhoi/image-classification: Image classification using extensive feature extraction with simple classifiers in addition to transfer learning using CNNs (CS200 at UC Berkeley)

henrhoi / image-classification Public

Image classification using extensive feature extraction with simple classifiers in addition to transfer learning using CNNs (CS200 at UC Berkeley)

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Name		Name	Last commit message	Last commit date
Latest commit History 39 Commits
.ipynb_checkpoints		.ipynb_checkpoints
20_categories_training		20_categories_training
20_validation		20_validation
.gitattributes		.gitattributes
.gitignore		.gitignore
Image Classification Paper - Henrik Høiness and Axel Harstad.pdf		Image Classification Paper - Henrik Høiness and Axel Harstad.pdf
README.md		README.md
classifiers_and_performance_assessment.ipynb		classifiers_and_performance_assessment.ipynb
data_reader.ipynb		data_reader.ipynb
feature_extraction_and_exploratory_data_analysis.ipynb		feature_extraction_and_exploratory_data_analysis.ipynb
resnet18.pth		resnet18.pth
transfer_learning_cnn.ipynb		transfer_learning_cnn.ipynb