DL NN

!pip install tensorflow numpy scipy pillow matplotlib h5py keras

!pip install opencv-python

!pip install https://github.com/OlafenwaMoses/ImageAI/releases/download/2.0.1/imageai-2.0.1-py3-none-any.whl

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_v2.0.1.h5"))

detector.loadModel()

detections = detector.detectObjectsFromImage(input_image=os.path.join(execution_path , "image.png"), output_image_path=os.path.join(execution_path , "image2new.jpg"), minimum_percentage_probability=30)

for eachObject in detections:

    print(eachObject["name"] , " : ", eachObject["percentage_probability"])

    print("--------------------------------")