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The Environmental Drones (E-drones) are programmed autonomous drones used for pollution monitoring (CH4, CO2, CO, O3, P.M.2.5, P.M.10, NO2, NH3, AND SO2), detection and abatement at altitudes above ground level in a specific geographic region.
 
Environmental Drones produce Air Quality Index (AQI) maps of covered regions for environmental data monitoring and long-term analysis.
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This cell images dataset is collected using an ultrafast imaging system known as asymmetric-detection time-stretch optical microscopy (ATOM)  for training and evaluation. This novel imaging approach can achieve label-free and high-contrast flow imaging with good cellular resolution images at a very high speed. Each acquired image belongs to one of the four classes: THP1, MCF7, MB231 and PBMC.

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