Object Detection using common object in context model Dependencies To use ImageAI in your application developments, you must have installed the following dependencies before you install ImageAI :
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Python 3.5.1 (and later versions) Download (Support for Python 2.7 coming soon)
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pip3 Install
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Tensorflow 1.4.0 (and later versions) Install or install via pip
pip3 install --upgrade tensorflow -
Numpy 1.13.1 (and later versions) Install or install via pip
pip3 install numpy -
SciPy 0.19.1 (and later versions) Install or install via pip
pip3 install scipy -
OpenCV Install or install via pip
pip3 install opencv-python -
Pillow Install or install via pip
pip3 install pillow -
Matplotlib Install or install via pip
pip3 install matplotlib -
h5py Install or install via pip
pip3 install h5py -
Keras 2.x Install or install via pip
pip3 install keras
Installation To install ImageAI, run the python installation instruction below in the command line:
pip3 install https://github.com/OlafenwaMoses/ImageAI/releases/download/2.0.2/imageai-2.0.2-py3-none-any.whl
or download the Python Wheel imageai-2.0.2-py3-none-any.whl and run the python installation instruction in the command line to the path of the file like the one below:
pip3 install C:\User\MyUser\Downloads\imageai-2.0.2-py3-none-any.whl
Pre-trained coco model -- RetinaNet
Pre-trained YOLOV3 Model --YOLOv3
References- https://github.com/OlafenwaMoses/ImageAI/blob/master/imageai/Detection/VIDEO.md#customvideodetection https://pjreddie.com/darknet/yolo/