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objectdetectionyolo's Introduction

YOLOv3 Object Detection ๐Ÿ“ธ

Object Detection using coco.names dataset , weights and configuration files of real time object detection algorithm YOLOv3

To change the weights and configurations file , you may do so by changing the file directory of the same.

Requirements ๐Ÿซ

- pip install opencv-python
- pip install numpy

Usage ๐Ÿ‘ฅ

# Paramaters which can be tuned to your requirements
confThreshold = 0.5
nmsThreshold = 0.2

# for reading all the datasets from the coco.names file into the array
with open("coco.names", 'rt') as f:
    class_names = f.read().rstrip('\n').split('\n')
    
# configration and weights file location
model_config_file = "yolo-config\\yolov3-tiny.cfg"
model_weight = "yolo-weights\\yolov3-tiny.weights"

How to Run this Program ๐Ÿƒโ€โ™‚๏ธ

python run main.py

Reference ๐Ÿงพ

You can read more about YOLO

Contact ๐Ÿ“ž

You may reach me using

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