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Achieved 3rd Place Overall in Hack with AI (GDSC UWaterloo)

HackwithAi

an hackathon project with ai

cv2

create opencv that can access the camera, capture the image every FPS.

TensorFlow

Train the detecting "trash" training model.

Using Image Caption

Make sure pillow, google-generativeai, and streamlit are downloaded, then run with:

python -m streamlit run app.py

Trash classes

  • Recyclable
  • Garbage

Link to Youtube Demo

https://www.youtube.com/watch?v=VoDxWJuNdtI

Citation

open source data set

@misc{ garbage-classification-3_dataset, title = { GARBAGE CLASSIFICATION 3 Dataset }, type = { Open Source Dataset }, author = { Material Identification }, howpublished = { \url{ https://universe.roboflow.com/material-identification/garbage-classification-3 } }, url = { https://universe.roboflow.com/material-identification/garbage-classification-3 }, journal = { Roboflow Universe }, publisher = { Roboflow }, year = { 2022 }, month = { mar }, note = { visited on 2024-05-19 }, }

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  • Python 65.1%
  • HTML 23.5%
  • CSS 11.4%