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# System prepended metadata

title: 'Deduplication workplan, week starting 22/07'

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# Deduplication workplan, week starting 22/07


## Antonio

* Create notebook showing how to extract fingerprints (wavelet hash, blockmean hash, image size, and activations from Resnet) - summary of findings

* Create a synthetic dataset of crop and zoomed image pairs (benchmarks for primary image deduplication)

* Try a logistic regression algo for deduplication using geolocation, addresses, names, and image phashes (match beyond primary image)

* Look into Apache Beam for algorithm deployment in Bigquery



## Tadas

* TF-IDF queries of names and addresses

* Evaluate results of MTurkers who did tagging of image pairs from duplicate offers

