[Bug]: Detection pipeline fails with ModuleNotFoundError for libs.schemas

[Prarthana124]

Affected Component

Detection Pipeline (services/detection/)

Bug Description

While testing the detection pipeline, I followed the README setup instructions and encountered an import resolution error during startup.
The README currently suggests running:
python services/detection/detection.py --source data/sample_videos/sample.mp4

However, this results in a startup failure related to package imports.

Steps to Reproduce

1. Clone the repository
2. Open terminal from project root (Eagle/)
3. Run :
   python services/detection/detection.py --source data/sample_videos/sample.mp4

Expected Behavior

Detection pipeline should start successfully using the README command.

Actual Behavior

Import resolution error occurs during startup.

Python Version

3.13

Operating System

Windows 11

Inference Device

None

Error Log / Traceback

python services/detection/detection.py --source data/sample_videos/sample.mp4

Traceback (most recent call last):
  File "C:\Users\prarthana\Eagle\services\detection\detection.py", line 22, in <module>
    from libs.schemas.detection import DetectionFrameSchema as DetectionFrame, DetectionSchema as Detection, BoundingBox
ModuleNotFoundError: No module named 'libs.schemas'

Screenshots or Recordings

Additional Context

Suggested Improvement
Possible fixes may include:

1. configuring package imports consistently
2. or updating README instructions to use module-style execution:
   python -m services.detection.detection --source data/sample_videos/sample.mp4

Checklist

• I have searched existing issues and this is not a duplicate.
• I have tested with the latest version of the main branch.

[ajrocks-afk]

Hi! I’ve confirmed that this ModuleNotFoundError happens because of how the script is being called.

Since I'm looking to contribute, I would be happy to put together a quick Pull Request to update the README. I can clarify the setup instructions to use the module-style execution (python -m services.detection.detection ...), which fixes the import issue. Could you please assign this to me?