As the repo name suggests, this project simulates data that we should receive from the sensors, capteurs and any other source. it is a cron-based backend service that runs scheduled jobs. It sends data to specific endpoints of our main backend and this data is sent every few minutes . The idea is to mimic real sensor behavior in two ways:
We simulate two types of image inputs:
- Weight Detection Images
From a folder of fake images (src/dummy_image_data/weight_images), we randomly select and send one image to our backend model. This simulates a camera capturing weight-related visuals.
- Disease Detection Images
Similar process, but using images from src/dummy_image_data/disease_images to simulate visuals of diseased fish
in reality but for purpose of demonstration we decided to split them
We also simulate regular sensor data for things like:
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pH level
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Water level
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Temperature
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And other monitoring parameters
These values are randomly generated but stay within a logical and realistic range for each parameter.