Computer Vision

Python based SDK for multi human pose estimation through RGB webcam

PoseCamera

PoseCamera is python based SDK for multi human pose estimation through RGB webcam.

Install

install posecamera package through pip

pip install posecamera

If you are having issues with the installation on Windows OS then check this page

Usage

See Google colab notebook https://colab.research.google.com/drive/18uoYeKmliOFV8dTdOrXocClCA7nTwRcX?usp=sharing

draw pose keypoints on image

import posecamera
import cv2

det = posecamera.pose_tracker.PoseTracker()

image = cv2.imread("example.jpg")

pose = det(image)
for name, (y, x, score) in pose.keypoints.items():
    cv2.circle(image, (int(x), int(y)), 4, (255, 0, 0), -1)


cv2.imshow("PoseCamera", image)
cv2.waitKey(0)

output of the above example

output

or get keypoints array

for pose in poses:
    keypoints = pose.keypoints

Handtracker

import posecamera

import cv2

det = posecamera.hand_tracker.HandTracker()


image = cv2.imread("tmp/hands.jpg")

keypoints, bbox = det(image)


for hand_keypoints in keypoints:


 


 




 


To finish reading, please visit source site