Erik Svensson

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0 karma0 postsjoined 7 days ago

When do you lock the evaluation set?

🌐 dev.toSource

At Landvex we're about to scale collection and annotation across several document families, mixed...

#devtomachinelearning #education #devto #dev #test #scale #annotation #document

7 days ago

Is it a mistake to expose an overall "authenticity %" for document checks?

🌐 dev.toSource

At Landvex we're building a review engine for documents that banks and similar recipients use as...

#devtosecurity #devto #dev #score #genuine #file #origin #fake

7 days ago

Four different "document problems" — separate types in the data model?

🌐 dev.toSource

At Landvex we've been lumping too much under "forged". In practice I keep seeing four different...

#devtosecurity #devto #dev #document #genuine #model #keep #later

7 days ago

Collecting a reference library of genuine document layouts — scrape, partner, or buy?

🌐 dev.toSource

At Landvex we need a reference holding of what genuine document families look like: bank statements,...

#devtosecurity #devto #dev #reference #document #customer #official #bank

7 days ago

Synthetic documents vs real specimens for training a document detector?

🌐 dev.toSource

We're collecting a reference holding at Landvex and also planning heavier YOLO training. I'm uneasy...

#devtosecurity #devto #dev #training #real #synthetic #need #model

7 days ago

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Erik Svensson