This is the course for website deployment. The website was built with the aim of displaying image classification demo with the support of support vector machine model.
- Image Classification (Dog & Cat)
The number of objects for classification problems can be expanded by making changes in the source code for creating the model.
Demo | Link |
---|---|
Image classification | https://cs115-svm.streamlit.app |
Model source code | https://colab.research.google.com/drive/1Y7u_x0LYeJwDJA_82eU5PIeJjAf0Zt_U?usp=sharing |
The website is applied with a number of open source projects to work properly:
- STREAMLIT - for building the website
- SKLEARN - for normalizing tasks
- CV2 - for working with images
- Numpy - For working with data
Note:
There are still many other libraries along with the implementation.