Pose Estimation
This function block is used for detecting specific body parts in an image and drawing a skeleton to visualize the estimated posture. It utilizes deep learning models to identify key points associated with human poses.
π₯ Inputs
Image Any
The input image from which pose estimation will be performed.
Show Skeleton
A Boolean input that allows you to toggle the visibility of the skeleton overlay on the image.
π€ Outputs
Image Any
The output modified image displaying the detected pose and, if enabled, the skeleton.
Selected Body Part Positions
This output provides a mapping of detected body parts and their positions in the image.
πΉοΈ Controls
Confidence
A slider that adjusts the confidence threshold for detecting body parts. Higher values require more certainty from the model to consider a point valid.
Class Names
A table view that allows you to select which body parts should be detected and displayed in the output.
π¨ Features
Real-Time Detection
This block uses a pre-trained deep learning model to detect body parts in real time and visualize results.
Customizable Detection
Users can select specific body parts to monitor, making this tool flexible for various applications.
Skeleton Visualization
The detected positions can be connected with lines to form a skeleton, helping in visual understanding of the pose.
π Usage Instructions
Input Image: Connect an image containing a person or human figure to the
Image Any
input.Show Skeleton Option: Optionally connect a boolean signal to the
Show Skeleton
input to enable/disable the skeleton overlay.Adjust Confidence: Use the
Confidence
slider to adjust the minimum confidence level required for detecting body parts.Select Body Parts: Check or uncheck body parts in the
Class Names
table to configure which body parts should be detected.Evaluate: Run the block to perform pose estimation. The output will be the modified image and detected body part positions.
π Evaluation
When run, this block will output an image displaying the detected body parts and a skeleton if enabled, along with a dictionary of body parts and their positions.
π‘ Tips and Tricks
π οΈ Troubleshooting
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