En cours

Machine Learning: Create a Human Skeleton Detection Model to inference work with C# WPF program (Want Dataset, Trained Model and Source code)

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 web camera.

To work with C# WPF program.

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.

Trained Human Skeleton Detection Model can inference works with C# WPF program PC using web camera.

Created C# WPF program to display the video user, drawing skeleton joints and labels to display joints, X, Y and Z values.

Required:

1. 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.

4. Trained Model to inference work with C# WPF program,

in [login to view URL] to display real time video stream of user and drawing skeleton joints points on the user images.

5. in [login to view URL] created labels / text block to display the joints reading X, Y and Z values.

Development platform:

Visual Studio 2013.

.NetFrameWorks, 4.5

C# WPF (Desktop) program

Requirements: Submit Data collect Pictures, Dataset, and Source code

1. Submit the Data pictures that collect to use

2. Submit Dataset.

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

4. Submit the Trained Skeleton Detection Model.

5. The trained Human Skeleton Detection Model Inference to work with C# WPF program

6. Submit the C# WPF program, using web camera to reading skeleton joints 3D , X, y and Z values.

7. Development platform using Visual Studio 2013, .NET Framework 4.5

and

8. 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 C# WPF program,

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

Compétences : Programmation C#, Machine Learning (ML), Science des données, OpenCV, Deep Learning

Concernant le client :
( 30 commentaires ) Branchton, Canada

Nº du projet : #34849717

Décerné à:

huraira836503

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