Body measurement extraction using Open Pose
The solution includes a WPF project named WpfApp1. Its specific purpose and interaction with the main AnthropometricMeasure web application are not clear from the existing codebase. It does not appear to be directly involved in the image processing or measurement calculation workflow.
Recommendation: Review the WpfApp1 project. If it is no longer needed or is an unfinished component, consider removing it to simplify the solution. If it serves a purpose (e.g., as a utility, for testing, or a separate tool), its functionality and any relationship with the web application should be documented.
To improve the robustness and maintainability of this project, adding automated tests is highly recommended. Consider the following areas for unit and integration testing:
DistanceAlgo.cs:- Test
distanceBetweenPoints()with various inputs (zero distance, positive/negative coordinates, points on axes).
- Test
MatrixCal.cs:- Thoroughly test all matrix operations:
MatrixCreate,MatrixProduct,MatrixInverse,MatrixIdentity. Include tests for valid inputs, edge cases, and invalid inputs (e.g., incompatible dimensions, singular matrices for inversion).
- Thoroughly test all matrix operations:
JsonRead.cs(LoadJsonmethod):- Test with valid sample JSON (confirming correct
MeasurementModelpopulation). - Test with malformed/invalid JSON.
- Test with JSON files missing expected keypoints or data.
- Test with non-existent JSON file paths.
- Test with valid sample JSON (confirming correct
RatioAlgo.cs(matrixwcalmethod):- Verify that
matrixwcal()produces the expectedmatrixwoutput given its hardcoded input matrices. This acts as a regression test for the calibration logic.
- Verify that
ImageUploadController.cs(PostFormDatamethod):- Test successful image upload and (simulated) OpenPose processing, verifying the correct HTTP response and that the dummy JSON output is created as expected.
- Test with invalid file types (e.g.,
.txt,.exe). - Test with files exceeding the defined size limits.
- Test behavior when no file is uploaded.
MeasurementController.cs(GetMeasurementmethod):- Test with a valid
jsonPathquery parameter, ensuring correctMeasurementModelretrieval. - Test with a missing or empty
jsonPath. - Test with
jsonPathvalues that are invalid (e.g., outside the allowed directory, non-existent file).
- Test with a valid
Consider using a testing framework like MSTest, NUnit, or xUnit for implementing these tests.
The application uses settings in the Web.config file's <appSettings> section for key configurations:
-
OpenPoseExePath:- Purpose: Specifies the full path to the OpenPose executable (e.g.,
OpenPoseDemo.exeor similar). This is used to process the uploaded images. - Example:
<add key="OpenPoseExePath" value="C:\Program Files\OpenPose\bin\OpenPoseDemo.exe" /> - Note: The application will return a server error if this path is not configured or is invalid. The actual OpenPose execution is currently simulated in the code.
- Purpose: Specifies the full path to the OpenPose executable (e.g.,
-
AllowedUploadExtensions:- Purpose: A comma-separated list of allowed file extensions for image uploads.
- Example:
<add key="AllowedUploadExtensions" value=".jpg,.jpeg,.png,.bmp,.gif" /> - Default (if not set or invalid):
.jpg,.jpeg,.png
-
MaxUploadFileSizeInBytes:- Purpose: The maximum allowed file size for uploads, specified in bytes.
- Example:
<add key="MaxUploadFileSizeInBytes" value="10485760" />(for 10 MB) - Default (if not set or invalid):
10485760(10 MB)
These settings are critical for the RatioAlgo to calculate final measurements. The application will throw a configuration error on startup if these are missing or malformed.
-
RatioAlgo.Lambda:- Purpose: The regularization parameter (lambda) used in the matrix calculations.
- Example:
<add key="RatioAlgo.Lambda" value="0.50" />
-
RatioAlgo.MatrixX:- Purpose: A comma-separated string of 7 double values representing the 'matrixx' calibration vector.
- Example:
<add key="RatioAlgo.MatrixX" value="72.597,61.504,56.222,115.277,45.382,89.17,72.683" />
-
RatioAlgo.MatrixY:- Purpose: A comma-separated string of 7 double values representing the 'matrixy' calibration vector.
- Example:
<add key="RatioAlgo.MatrixY" value="44,33,27,63,23,51,45" />