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- from imageai.Detection.Custom import CustomObjectDetection
- detector = CustomObjectDetection()
- detector.setModelTypeAsYOLOv3()
- detector.setModelPath("roland_esl_3_440_ye/models/detection_model-ex-002--loss-0019.457.h5")
- detector.setJsonPath("roland_esl_3_440_ye/json/detection_config.json")
- detector.loadModel()
- detections = detector.detectObjectsFromImage(input_image="10120174_11.jpg", output_image_path="holo2-detected.jpg",
- minimum_percentage_probability=30)
- for detection in detections:
- print(detection["name"], ": ", detection["percentage_probability"], ": ", detection["box_points"])
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