A generator of 2D geometric shape data set, this data set is composed of a set of
images stored in png files. Each image contains one of the following shapes :
Square, Traingle, Circle, Star, Polygon, Heptagone, Hexagone, Octagone and Nonagon.
Each image is generated within the following parameters :
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A fixed size of 200x200 pixel
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A random background colour
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A random filling colour of each shape
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A random rotation angle between -180° and 180°
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A random position inside of the containing image
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A random perimeter
All the parameters described above are generated for each sample independently and identically.
Clone the source code with :
clone https://github.com/elkorchi/2DGeometricShapesGenerator.git
Install project requirements specified in requirements.txt :
pip install - r requirements.txt
Run the data set generation with :
python shape_generator.py generate-shapes --size=1000 --destination=/storage/directory
The generation command may accept the following option :
--size(required): The number of generated images per each shape--destination(required): The path of the folder where the generated images will be stored.--show-animation(optional): If specified the drawing animation of each image, will be activated. Note that if this option is activated, the generation process will be very slow.