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garbageClassifier

garbage classifier, open an issues please if you have any problems.
You can star this repository to keep track of the project if it's helpful for you, thank you for your support.

Introduction

in Chinese

https://mp.weixin.qq.com/s/n6eKeuhmg6YFgQLVvm3LDg

Environment

OS: Ubuntu16.04(train)/Windows10(test)
Graphics card: Tian XP(train)/1050Ti(test)
Python: Python3.5+(have installed the neccessary dependencies)

Usage

Train

Unzip the dataset which is from https://www.kaggle.com/asdasdasasdas/garbage-classification/version/2.
for example:
run "unzip GarbageData.zip"
Then, run:
python train.py

Test

usage: demo.py [-h] [-i IMAGE]

Garbage classifier.

optional arguments:
  -h, --help  show this help message and exit
  -i IMAGE    Image to be classified.

Results

train

img

test

giphy

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