Tag: annotation
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How Human-in-the-Loop Enhances Accuracy in Computer Vision Systems
In the race to build smarter AI, one truth remains: AI is only as good as the data that trains it. For computer vision (CV) systems, where perception fuels decision-making, data accuracy isn’t a bonus—it’s a baseline. And that’s where Human-in-the-Loop (HITL) becomes indispensable. While automation accelerates AI development, the strategic inclusion of human expertise…
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Big (data) labelling conundrum
Big (data) labelling conundrum #Hai-na-amazing?Every 18 – 24 months, the world is doubling the quantum of data available. In other words, we are generating as much data produced by all of human race, every 2 years. This is not because we have suddenly turned interesting and everyone is documenting their lives! Rather, a couple of other factors have…