RIVER GARBAGE DETECTION

RGD is a simple code that can detect river floating garbage and take note of the time stamp from the video taken and save the representative images of each minute in the folder Result as the clear image without box (detected image) also the folder containe box in Inference.

Documentation

This code is using pyhton with minimum requarement is Python>=3.8. Download RGD using

git clone https://github.com/the3rdchild/rgd/

install requirements.txt using:

pip install requirements.txt

Windows

Use run.bat to run the program. this batch file contain simpel program to run all the python file sequently:

@echo off
python -u main.py
python -u frame.py
python -u boxing.py

Linux

Use run.sh to run the program. this bash file contain simpel program to run all the python file sequently:

#!/bin/bash
python3 main.py
python3 frame.py
python3 boxing.py

YoloV8 Model

the defaul model of yolo is yolov8 located in the model folder with default name:

model.pt

you can also train your own model and change the class to your data class(es) in class_names.py:

total_counts = {"your": 0, "own": 0, "class": 0}