https://github.com/vinhloiit/ds_final_project
Final Project of Data Science course
https://github.com/vinhloiit/ds_final_project
computer-vision data-science image-recognition object-detection project
Last synced: 10 days ago
JSON representation
Final Project of Data Science course
- Host: GitHub
- URL: https://github.com/vinhloiit/ds_final_project
- Owner: VinhLoiIT
- Created: 2019-11-10T14:06:57.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2020-01-08T23:46:28.000Z (over 6 years ago)
- Last Synced: 2025-03-01T15:13:37.015Z (over 1 year ago)
- Topics: computer-vision, data-science, image-recognition, object-detection, project
- Language: Jupyter Notebook
- Size: 50.7 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# DS_Final_Project
Final Project of Data Science course
# Members
- MSSV: 1612348 - Lý Vĩnh Lợi
- MSSV: 1612362 - Trần Văn Lượn
# Download our data
- Run `dataset/collect_data.ipynb` step by step in Jupyter Notebook
- Our labeled dataset available [here](https://drive.google.com/drive/folders/19eW71WcsuZh6hOWJSHwzwJkHTRLoTSPs?usp=sharing)
# Slide
[Here](https://docs.google.com/presentation/d/1cBA5hRVaBxNd_EMbWS3WyOQJ4N65No6Quk-KrekdUNA/edit?usp=sharing)
# Install
Using `pip` or `conda`
- `pip install -U jupyterlab scikit-learn scikit-image pandas numpy matplotlib requests requests_html seaborn`
# Run
Your project directory should look like this after unzip `dataset.zip` downloaded above
```
dataset/
dataset/images/
dataset/labels/
dataset/collect_data.ipynb
images/
pre_process_data.ipynb
classification.ipynb
README.md
```
- Open `pre_process_data.ipynb` and Run All Cells
- Open `classification.ipynb` and Run All Cells