​[[{“value”:” Monocular depth estimation (MDE) plays an important role in various applications, including image and video editing, scene reconstruction, novel view synthesis, and robotic navigation. However, this task poses significant challenges due to the inherent scale distance ambiguity, making it ill-posed. Learning-based methods should utilize… Read More »Simplifying Diffusion Models: Fine-Tuning for Faster and More Accurate Depth Estimation Sajjad Ansari Artificial Intelligence Category – MarkTechPost

​[[{“value”:” With the rapid advancement of technology, surpassing human abilities in tasks like image classification and language processing, evaluating the energy impact of ML is essential. Historically, ML projects prioritized accuracy over energy efficiency, contributing to increased energy consumption. Green software engineering, highlighted by Gartner… Read More »Optimizing Energy Efficiency in Machine Learning ML: A Comparative Study of PyTorch Techniques for Sustainable AI Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Training a Large CNN for Image Classification:Researchers developed a large CNN to classify 1.2 million high-resolution images from the ImageNet LSVRC-2010 contest, spanning 1,000 categories. The model, which contains 60 million parameters and 650,000 neurons, achieved impressive results, with top-1 and top-5 error rates… Read More »Revolutionizing Image Classification: Training Large Convolutional Neural Networks on the ImageNet Dataset Sana Hassan Artificial Intelligence Category – MarkTechPost

​[[{“value”:” In the significantly advancing fields of neuroscience and Artificial Intelligence (AI), the goal of comprehending and modeling human cognition has resulted in the creation of sophisticated models that make an effort to mimic the intricate workings of the brain. The tensor brain, a computer… Read More »How Does the Tensor Brain Use Embeddings and Embodiment to Encode Senses and Decode Symbols? Tanya Malhotra Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Nvidia unveiled its latest large language model (LLM) offering, the Llama-3.1-Nemotron-51B. Based on Meta’s Llama-3.1-70B, this model has been fine-tuned using advanced Neural Architecture Search (NAS) techniques, resulting in a breakthrough in both performance and efficiency. Designed to fit on a single Nvidia H100… Read More »Nvidia AI Releases Llama-3.1-Nemotron-51B: A New LLM that Enables Running 4x Larger Workloads on a Single GPU During Inference Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” Legal professionals often spend a significant portion of their work searching through and analyzing large documents to draw insights, prepare arguments, create drafts, and compare documents. The rise of generative artificial intelligence (AI) has brought an inflection of foundation models (FMs). These FMs, with… Read More »How generative AI is transforming legal tech with AWS Vineet Kacchawaha AWS Machine Learning Blog

​[[{“value”:” This post is co-written with Vraj Shah and Chaitanya Hari from DoorDash. DoorDash connects consumers with their favorite local businesses in more than 30 countries across the globe. Recently, they faced a significant challenge in handling the high volume of calls from its contractor… Read More »Deploy generative AI agents in your contact center for voice and chat using Amazon Connect, Amazon Lex, and Amazon Bedrock Knowledge Bases Vraj Shah AWS Machine Learning Blog

​[[{“value”:” This post is co-written with Deepali Rajale from Karini AI. Karini AI, a leading generative AI foundation platform built on AWS, empowers customers to quickly build secure, high-quality generative AI apps. GenAI is not just a technology; it’s a transformational tool that is changing… Read More »Migrating to Amazon SageMaker: Karini AI Cut Costs by 23% Deepali Rajale AWS Machine Learning Blog

​[[{“value”:” Google has just rolled out an exciting update to its Gemini models by releasing Gemini-1.5-Pro-002 and Gemini-1.5-Flash-002, offering production-ready versions, reduced pricing, and increased rate limits. The enhanced models deliver improved performance across a wide array of tasks, marking a significant step in making… Read More »Google AI Releases Two Updated Production-Ready Gemini Models: Gemini-1.5-Pro-002 and Gemini-1.5-Flash-002 with Enhanced Performance and Lower Costs Asif Razzaq Artificial Intelligence Category – MarkTechPost

​[[{“value”:” The climate crisis is one of the greatest challenges facing our world today. Its impacts are far-reaching, affecting every aspect of our lives—from public health and food security to economic stability and social justice. What’s more, the effects of climate change disproportionately burden the… Read More »Harnessing the power of AI to drive equitable climate solutions: The AI for Equity Challenge Joe Fontaine AWS Machine Learning Blog