pose-estimation-mp 0.1.4

A Body, Hand, Face tracking utility

Pose_Estimation

This project contains Full Body estimation, Face Tracking and Hand Estimation all using mediapipe library. These projects were done with help of freeCodeCamp.org video.

Contents

• Installation
• Body_Estimations
• Hand_Estimation
• Face_Tracking
• Face_Mesh_Detection

Installation

To use this repo use

git clone https://github.com/REZ3LIET/Pose_Estimations.git

Body_Estimations

This contains the module body_estimation_module.py which can be used to track the landmarks on a human body. It is limited to tracking a single person at a time and gives 33 unique landmarks on the body.

Usage

To use the body_estimation_module.py go to Body_Estimation directory in terminal

• For default execution:

python3 Codes/bodytracking_module.py

• To execute with an image

python3 Codes/bodytracking_module.py -p Data/Images/handstand.jpg

• To execute on a video

python3 Codes/bodytracking_module.py -v -p Data/Videos/dance.mp4

Hand_Estimation

This contains the module hand_tracking_module.py which can be used to track the landmarks on hand(s) and also display them. It can track maximum of 2 handas at an instant.

Usage

To use the hand_tracking_module.py go to Hand_Estimation directory in terminal

• For default execution:

python3 Codes/hand_tracking_module.py

• To execute with an image

python3 Codes/hand_tracking_module.py -p Data/Images/covered_face.jpg

• To execute on a video

python3 Codes/hand_tracking_module.py -v -p Data/Videos/piano_playing.mp4

Face_Tracking

This contains the module face_tracking_module.py which can be used to detect and track the face by drawing a bounding box around it. To detect faces at farther range set model type to 1.

Usage

To use the face_tracking_module.py go to Face_Estimation directory in terminal

• For default execution:

python3 Codes/face_tracking_module.py

• To execute with an image

python3 Codes/face_tracking_module.py -p Data/Images/human_3.jpg

• To execute on a video

python3 Codes/face_tracking_module.py -v -p Data/Videos/humans_1.mp4

Face_Mesh_Detection

This contains the module face_mesh_detection_module.py which can be used to detect and track the face by drawing a mesh on it around it. Max 2 faces can be detected.

Usage

To use the face_mesh_detection_module.py go to Face_Estimation directory in terminal

• For default execution:

python3 Codes/face_mesh_detection_module.py

• To execute with an image

python3 Codes/face_mesh_detection_module.py -p Data/Images/human_2.jpg

• To execute on a video

python3 Codes/face_mesh_detection_module.py -v -p Data/Videos/humans_2.mp4