Research
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One image can be worth thousands of words. Image by authorA confusion matrix is a convenient way to present the types of mistakes a machine learning mode makes. It is…
In our hunter-gatherer days, we had to classify objects and beings as food, foe, or friend, for survival. Today our need for classification is less for conservation and more for…
Participants and organizers of the TriCon AI Workshop: (L-R) Travis Wagner (Trinnex), Alana Gildner (BV), Yudu (Sonia) Wu (WSP), Madeleine Driscoll (Hazen and Sawyer), Craig Daley (City of Baltimore), John…
In today's business world, data is everything. However, much of the data we need to make critical decisions is often trapped in PDF documents — invoices and expense reports to…
3D occupancy estimation methods initially relied heavily on supervised training approaches requiring extensive 3D annotations, which limited scalability. Self-supervised and weakly-supervised learning techniques emerged to address this issue, utilizing volume…
Impact
Published
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Revisiting CPU for ML in an Era of GPU Scarcity Photo by Quino Al on UnsplashThe recent successes in AI are often attributed to the emergence and evolutions of the…
Managing receipts can be a challenge, but the right app can simplify the process. We’ve researched 25+ free and paid receipt apps to bring you the best options based on…
If you use text files to store and manage data, you've probably faced the challenge of converting these files into CSV, XLSX, or other Excel-compatible formats. Excel is a powerful…