Bounding box, Labeling 책갈피

Roboflow

https://blog.roboflow.com/how-to-draw-a-bounding-box-label-python/

How to Draw a Bounding Box Prediction Label with Python

자동 라벨링 및 딥러닝 플랫폼 서비스를 제공하는 곳임 

 

♣ Here is the code we'll need to draw our bounding boxes and add labels above each bounding box:

import cv2

predictions = [...] # add your predictions here

for bounding_box in predictions['predictions']:
    x0 = bounding_box['x'] - bounding_box['width'] / 2
    x1 = bounding_box['x'] + bounding_box['width'] / 2
    y0 = bounding_box['y'] - bounding_box['height'] / 2
    y1 = bounding_box['y'] + bounding_box['height'] / 2
    
    start_point = (int(x0), int(y0))
    end_point = (int(x1), int(y1))
    cv2.rectangle(img, start_point, end_point, color=(0,0,0), thickness=1)
    
    cv2.putText(
        image,
        bounding_box["class"],
        (int(x0), int(y0) - 10),
        fontFace = cv2.FONT_HERSHEY_SIMPLEX,
        fontScale = 0.6,
        color = (255, 255, 255),
        thickness=2
    )
    
cv2.imwrite("example_with_bounding_boxes.jpg", image)

 

 

 

MachineVision by jstar0525 

https://github.com/jstar0525/MachineVision

GitHub - jstar0525/MachineVision: Machine Vision Algorithm

 

 

 

Object Detection Labeling Guide

Tutorials of Object Detection using Deep Learning [8] 

https://hoya012.github.io/blog/Tutorials-of-Object-Detection-Using-Deep-Learning-labeling/

Tutorials of Object Detection using Deep Learning [8] Object Detection Labeling Guide

 

 

 

LabelMe 

https://github.com/labelmeai/labelme?tab=readme-ov-file

GitHub - labelmeai/labelme: Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag

 

 

 

LabelImg

https://github.com/HumanSignal/labelImg

GitHub - HumanSignal/labelImg: LabelImg is now part of the Label Studio community. The popular image annotation tool created by