https://github.com/prabha1729/image-classification

Multi-layered perceptron on Google's Quick Draw Dataset
https://github.com/prabha1729/image-classification

image-classification keras matplotlib neural-networks python3 quickdraw-dataset tensorflow

Last synced: 10 days ago
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Multi-layered perceptron on Google's Quick Draw Dataset

• Host: GitHub
• URL: https://github.com/prabha1729/image-classification
• Owner: prabha1729
• Created: 2020-08-05T23:43:48.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-08-26T04:30:53.000Z (over 4 years ago)
• Last Synced: 2024-11-19T05:55:46.330Z (2 months ago)
• Topics: image-classification, keras, matplotlib, neural-networks, python3, quickdraw-dataset, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 30.7 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Image Classification on AI Quick Draw 

•	Trained multi-layered neural network on AI quick draw dataset with 10 categories each category includes 12,500 images with size of 28x28.

•	Evaluated & compared performance of the model in terms of accuracy & time by changing the number of hidden layers, image resolution.

![Plot](https://github.com/prabha1729/Sentiment-Analysis/blob/master/hiddernlayers.png)

![Plot](https://github.com/prabha1729/Sentiment-Analysis/blob/master/epoches.png)