test_with_camera#

test_with_camera.make_boxes(num_detections, detection_boxes, detection_classes, detection_scores)#

Draw the boxes on the frame and label them

Parameters:
  • num_detections – Number of detections

  • detection_boxes – Bounding box coordinates

  • detection_classes – Class indices

  • detection_scores – Confidence scores

Returns:

Frame with bounding boxes and labels

test_with_camera.interpret(frame, height, width, interpreter, input_details, output_details)#

Interpret the frame and make predictions

Parameters:
  • frame – Input frame

  • height – Frame height

  • width – Frame width

  • interpreter – TFLite interpreter

  • input_details – Input details

  • output_details – Output details

Returns:

Number of detections scores: Confidence scores boxes: Bounding box coordinates classes: Class indices

Return type:

num_detections