Machine Learning: Create a Human Skeleton Detection Model real time reading 3D joints points to inference work with using 2D Webcam (Want Dataset, Trained Model and Source code and completed Detail documents to rebuilt Model)

Want to have Built a new Trained Human Skeleton Detection Model that use to specific to detect people body skeleton joints points,

and

Inference real time reading joints points 3D values (X, Y and Z) using 2D web camera.

Project Tasks list:

Created a Human Skeleton Detection Model.

Collect pictures ,

Build Dataset,

and

Training the Human Skeleton Detection Model.

Prepare Data collect pictures for processing Dataset and training the Human Skeleton Detection Model.

Training Model specifically to detect human body skeleton joints.

Detect 11 Human skeleton joints reading.

1. Head, X, Y and Z

2. Neck, X, Y and Z.

3. Center Shoulder, X, Y and Z.

4. Left Shoulder X, Y and Z.

5. Right Shoulder X, Y and Z.

6. Left Hand, X, Y and Z.

7. Left hand Thumb, x, Y and Z.

8. Left Hand Finger Tip, X, Y and Z.

9. Right Hand, X, Y and Z.

10. Right Hand Thumb, X, Y and Z.

11. Right Hand Finger Tip, X, Y and Z.

Looking for programmer who have build ML models by themselves, specifically Human Skeleton Detection Model, Training Model, Inference.

Require able to build Human Skeleton Detection Model from scratch, collect pictures, preparing Dataset, make Dataset, used Dataset to training Model, and Have Trained Human Skeleton Detection Model to Inference

Trained Human Skeleton Detection Model can inference works with PC using web camera.

Program to display the video user, drawing skeleton joints and labels to display joints, X, Y and Z values.

Project works requirements and submit requirement works:

1. Program model Not using 3rd party model, or Model generate website, or others public model works. Need to built Model by yourself from scratch. Not use other's works Models.

. The trained model must easy for regular PC, CPU to run.

2. Does not required high-end GPU, high RAM PC...etc.

3. Able to Reading skeleton joints correctly, reliable reading, without have reading tiny delay issues, or pause or jumping reading values problems.

Require submit works:

4. Required submitted work include completed details instruction document, to show detailes step by step to help gilding to have setup trained model and Inference network, so can follow the steps to where collect picture sources, rebuilt Models and Training Model...etc.

5. Requirements submit work include: Submit Data collect Pictures, Dataset, and Source code

5.1. Submit the Data pictures that collect to use

5.2. Submit Dataset.

5.3. Submit the Model training guiding steps to processing the Dataset.

5.4. Submit the Trained Skeleton Detection Model.

5.5. The trained Human Skeleton Detection Model Inference

Submit Completed guild documents to shows steps by steps

*Collect pictures, links.

*Detail step by steps instruction gilding,

*Dataset,

*Trained Human Skeleton Detection Model,

*Inference algorithm scripts / source code / to have Run trained Model to Inference network.

6. Required Sign an IP Agreement (Freelancer), Intellectual Property Transfer Agreement provide by Freelancer's service.

If your have built model by yourself before, and are able to have built the trained Human Skeleton Detection Model, and Inference work with program,

Please have make your program plan steps proposal to see if your program plan is workable or not.

Machine Learning (ML) Python Computer Science Graphisme Informatique Machine Vision / Video Analytics

Nº du projet : #36075466

À propos du projet