This is an End to End Deep Learning Project which Aims To Generate Accurate Human Body Measurements without any physical effort
we collected the real world 3d scans and their respective measurements of male and female from the below source:
https://zenodo.org/record/3735905#.ZC5zEHZBzIU
Note: The Above Dataset is only used for Scientific Purpose not fot Bussiness Purposes
python>3.7
Flask==1.1.1
numpy>=1.9.2
scipy>=0.15.1
scikit-learn>=0.18
matplotlib>=1.4.3
pandas>=0.19
tensorflow==2.12.0
keras==2.12.0
trimesh>=3.21.0
You can install the Packages using Below Command
pip install-r requirements.txt
These are the body measurements Predicted By our System
Seat_Back_Angle(cm) Angle of the backrest of a seat.
CrotchLength_Front(cm): Length from the crotch to the front of the body.
CrotchLength_Back(cm): Length from the crotch to the back of the body.
Knee_Circ(cm): Circumference of the knee.
Calf_Circ(cm): Circumference of the calf.
Outseam(cm): Length from the waist to the ankle on the outside of the leg.
Inseam(cm): Length from the crotch to the ankle on the inside of the leg.
Shoulder_to_Wrist(cm): Length from the shoulder to the wrist.
Bicep_Circ(cm): Circumference of the bicep.
Elbow_Circ(cm): Circumference of the elbow.
Wrist_Circ(cm): Circumference of the wrist.
Shoulder_to_Shoulder(cm): Length between the shoulders.
Across_Front(cm): Width across the front of the body.
Neck_Circ(cm): Circumference of the neck.
a strong Recommendation for all users to take your photos and convert them into realistic 3d image in order to use our system.