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The ability to quickly detect transient sources in optical images and triggermulti-wavelength follow up is key for the discovery of fast transients. Theseinclude events rare and difficult to detect such as kilonovae, supernova shockbreakout, and "orphan" Gamma-ray Burst afterglows. We present the Marypipeline, a (mostly) automated tool to discover transients during high-cadencedobservations with the Dark Energy Camera (DECam) at CTIO. The observations arepart of the "Deeper Wider Faster" program, a multi-facility, multi-wavelengthprogram designed to discover fast transients, including counterparts to FastRadio Bursts and gravitational waves. Our tests of the Mary pipeline on DECamimages return a false positive rate of ~2.2% and a missed fraction of ~3.4%obtained in less than 2 minutes, which proves the pipeline to be suitable forrapid and high-quality transient searches. The pipeline can be adapted tosearch for transients in data obtained with imagers other than DECam.

Mary, a pipeline to aid discovery of optical transients