Necessary Packages ->
opencv-python
cvlib
matplotlib
tensorflow
cvlib is a simple, high level, easy to use, open source Computer Vision library for Python.
Detecting common objects is enabled through a single function call detect_common_objects(). It will return the bounding box co-ordinates, corrensponding labels and confidence scores for the detected objects in the image.
Underneath it uses YOLOv3 model trained on COCO dataset capable of detecting 80 common objects in context.
NOTE
You might hit out of memory error on runing the code in case the image is very large or have less RAM.
To avoid such situations-
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Rescale your image to smaller size.
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Run only your program (close other to reduce memory usage).
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Try to run your program in other faster computers (higher RAM).