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

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

cnn pytorch streamlit

Last synced: about 2 months ago
JSON representation

• Host: GitHub
• URL: https://github.com/jesly-joji/flower-image-classification
• Owner: Jesly-Joji
• Created: 2024-09-19T15:31:04.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-10-30T08:37:21.000Z (over 1 year ago)
• Last Synced: 2025-01-13T00:31:48.786Z (over 1 year ago)
• Topics: cnn, pytorch, streamlit
• Language: Jupyter Notebook
• Homepage: https://flower-image-classification-pytorch.streamlit.app/
• Size: 1.56 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)