Roles & ResponsibilitiesAI/Computer Vision Testing
Validate object detection, classification, segmentation, tracking, and counting results.
Compare AI model predictions against ground truth annotations.
Verify bounding boxes, confidence scores, labels, and object IDs.
Test multiple computer vision use cases under different environmental conditions.
Validate image and video processing pipelines.
Verify ROI (Region of Interest) and business rule configurations.
Test edge cases such as occlusion, lighting changes, blur, camera movement, and overlapping objects.
Measure model accuracy using Precision, Recall, F1-Score, IoU, and mAP.
Validate DeepStream/AI inference pipeline outputs.
Functional Testing
Prepare and execute test cases.
Perform functional, regression, smoke, and integration testing.
Verify configuration management through UI.
Test file upload, RTSP camera integration, and processing workflows.