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Best OCR APIs in 2024

Optical Character Recognition (OCR) technology has become a vital component for businesses looking to automate document processing and streamline data extraction. Very simply put, OCR involves scanning documents and converting the scanned image into machine-readable text, allowing organisations to process a wide variety of documents, such as invoices, contracts, and receipts, without manual data…

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Harnessing AI for Climate Change Mitigation

AI enthusiasts in all sectors are finding creative ways to implement artificial intelligence’s predictive analytics and modelling capabilities to mitigate climate change. What are some examples across industries where effective installation yields results? Smart Grid Management in the Energy Sector “Urban planners, electricians and engineers are collaborating to grow the grid’s capacity and resilience…

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Best practices and automation tips

"Let's just ensure that going forward, all the invoices are forwarded to Mr. X for validation before processing." If only invoice validation were that simple. In reality, it requires systematic checks and balances, not just one person's oversight. Studies show that 25% of invoice errors slip through accounts payable processes undetected despite internal correction…

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Lotus: A Diffusion-based Visual Foundation Model for Dense Geometry Prediction

Dense geometry prediction in computer vision involves estimating properties like depth and surface normals for each pixel in an image. Accurate geometry prediction is critical for applications such as robotics, autonomous driving, and augmented reality, but current methods often require extensive training on labeled datasets and struggle to generalize across diverse tasks. Existing methods for…

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Supercharge Your LLM Apps Using DSPy and Langfuse | by Raghav Bali | Oct, 2024

As illustrated in figure 1, DSPy is a pytorch-like/lego-like framework for building LLM-based apps. Out of the box, it comes with: Signatures: These are specifications to define input and output behaviour of a DSPy program. These can be defined using short-hand notation (like “question -> answer” where the framework automatically understands question is the input…

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🚀 Limited Time Offer: Get Your Exclusive Online Passes to the Chatbot Conference — Act Fast! 🚀 | by Cassandra C. | Sep, 2024

Exciting news ahead! With an incredible surge of enthusiasm, we're rolling out an exclusive Online Only option for this year's Chatbot Conference, kicking things off with an absolutely phenomenal launch! Today kicks off an incredible flash sale, showcasing a limited selection of tickets—only 18 passes available at this unbeatable price. Prepare to grab this incredible…

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Microsoft Researchers Unveil RadEdit: Stress-testing Biomedical Vision Models via Diffusion Image Editing to Eliminate Dataset Bias

Biomedical vision models are increasingly used in clinical settings, but a significant challenge is their inability to generalize effectively due to dataset shifts—discrepancies between training data and real-world scenarios. These shifts arise from differences in image acquisition, changes in disease manifestations, and population variance. As a result, models trained on limited or biased datasets often…

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