Tag: automated annotation
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Common Pitfalls of Applying AI in Real-Life Use Cases: Addressing Challenges with Human-in-the-Loop Solutions
AI has become a transformative force across industries, offering unprecedented opportunities to enhance efficiency, decision-making, and innovation. However, implementing AI in real-life scenarios is not without its challenges. From biased data to over-reliance on automation, the pitfalls of AI applications can have significant consequences. This article explores the common challenges faced in AI implementation, the…
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Automated annotation for Speed, Accuracy, and Cost Effectiveness
AI-based solutions are the way forward for every industry, and AI solutions across industry segments require large volumes of data labelling. “Supervised Learning” models are trained with accurately labelled large datasets. Semantic segmentation is one of the main challenges in computer vision as it takes quite long to accurately segment an image. Scaling the dataset…