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Classifying the following 5 types of flowers: Rose, Daisy, Dandelion, Sunflower and Tulip

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CS331.K11 Flowers Classification

Using pre-trained model VGG16 to extract features of image.

Training on linearSVM, SVM with Polynomial Kernel, SVM with Gaussian Kernel and Softmax to classify the following 5 types of images: Rose, Daisy, Dandelion, Sunflower and Tulip

link dataset: https://www.kaggle.com/alxmamaev/flowers-recognition

How to use?

Creating 'ML' folder in Drive and upload dataset.zip

Creating 'backup' folder in 'ML'

Using Google Collapse to connect to Drive for training.

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Classifying the following 5 types of flowers: Rose, Daisy, Dandelion, Sunflower and Tulip

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