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https://github.com/jesly-joji/flower-image-classification

cnn pytorch streamlit

Last synced: about 2 months ago
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Host: GitHub
URL: https://github.com/jesly-joji/flower-image-classification
Owner: Jesly-Joji
Created: 2024-09-19T15:31:04.000Z (4 months ago)
Default Branch: main
Last Pushed: 2024-10-30T08:37:21.000Z (2 months ago)
Last Synced: 2024-10-30T09:21:33.186Z (2 months ago)
Topics: cnn, pytorch, streamlit
Language: Jupyter Notebook
Homepage: https://flower-image-classification-pytorch.streamlit.app/
Size: 1.02 MB
Stars: 1
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        Used CNN for Image classifcation


TOOLS: PyTorch,Kaggle

ACCURACY and LOSS CURVE


![download](https://github.com/user-attachments/assets/d9092fd7-a3e3-4b68-8f1e-2216325c8c68)

CONFUSION MATRIX


![download](https://github.com/user-attachments/assets/726be605-8e0f-443a-afc0-30819d8c07d0)

PREDICTION OUTPUT1


![output1](https://github.com/user-attachments/assets/b14ff3cd-7da0-4cb4-973f-cd2a9a688461)

PREDICTION OUTPUT2


![output2](https://github.com/user-attachments/assets/812c9ed8-491b-4d40-a884-08862ee31280)

STREAMLIT OUTPUTS


![Screenshot (654)](https://github.com/user-attachments/assets/10e6480d-17c1-45d1-a279-b25aa5b50f90)

![Screenshot (656)](https://github.com/user-attachments/assets/3d30902a-0ce9-41b2-b471-91c06cf17818)