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August 13, 2022 17:11
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Object detection in 10 lines of code
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from imageai.Detection import ObjectDetection | |
import os | |
execution_path = os.getcwd() | |
detector = ObjectDetection() | |
detector.setModelTypeAsRetinaNet() | |
detector.setModelPath( os.path.join(execution_path , "resnet50_coco_best_v2.1.0.h5")) | |
detector.loadModel() | |
detections = detector.detectObjectsFromImage(input_image=os.path.join(execution_path , "image.jpg"), output_image_path=os.path.join(execution_path , "imagenew.jpg")) | |
for eachObject in detections: | |
print(eachObject["name"] , " : " , eachObject["percentage_probability"] ) |
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Here's what the above code is doing: