Panoptic segmentation is an image segmentation method used for Computer Vision tasks. It unifies two distinct concepts used to segment images namely, semantic segmentation and instance segmentation. Panoptic segmentation technique was introduced by Kaiming He, Ross Girshick and Piotr Dollar of Facebook AI Research (FAIR), Carsten Rother of HCI/IWR, Heidelberg University (Germany) as well as…
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Apple has introduced a new method for generating 3D scenes called Equivariant Neural Rendering. This method requires no 3D supervision but only images and their relative positions to learn equivariant scene representations. The Equivariant Neural Rendering model(Research Paper) was first introduced virtually at the International Conference on Machine Learning (ICML) in June 2020 by Emilien…
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Why should you pursue the Praxis Post-Graduate Program in Data Engineering? The demand for Big Data professionals – data scientists, data engineers, ML engineers – has seen explosive growth in recent times – and this has further accelerated due to the rapid COVID-driven digitalisation. The availability of trained resources, however, has not been able to…
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Pre-training is a machine learning technique employed to train a model to recognise patterns using one task and apply the learned parameters in similar tasks. Much like how humans process new information. Pre-training language models have made Natural Language Processing significantly cheaper, faster, and easier. Pre-trained models (instead of training the model from scratch) achieve better performance…
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Artificial Intelligence (AI) and its plausible convergences with the judiciary is a complex topic due to the multi-angularity of considerations involved. Setting up standards and determining how AI indeed can contribute to justice administration in India is anyways complex. In India, considering the fact that the judicial system is more adopted than self-adorned, it is…
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“ Hardware will fail all the time—because it does! But that doesn’t mean durability has to suffer.” Google Cloud Amazon uses a 45-foot long ruggedized shipping container called Snowmobile to transfer 100PBs of data if a customer chooses to migrate from on-premise to cloud. Where on-premise platforms struggle, cloud thrives. Cloud computing enables on-demand scaling…
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Python and R are the two most popular programming languages in data science. Programming language indexes such as TIOBE and IEEE Spectrum have always counted R and Python among the most favoured languages, along with MATLAB and SAS. The popularity of Python and R soared in the 90s with the growing demand for machine learning…
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The Association of Data Scientists (AdaSci), a global professional body of data science and ML practitioners, is holding a full-day workshop on building games using reinforcement learning on Saturday, February 20. Artificial intelligence systems are outperforming humans at many tasks, starting from driving cars, recognising images and objects, generating voices to imitating art, predicting weather,…
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Microsoft has made its quantum computing service, Azure Quantum, available for public preview. Azure Quantum is the world’s first full-stack, public cloud ecosystem for quantum solutions, Krysta Svore, General Manager at Microsoft Quantum, claimed. “The unified Azure Quantum ecosystem will accelerate your R&D with access to diverse quantum software and hardware solutions, a network of…
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Google Cloud has announced the appointment of Bikram Singh Bedi as its new managing director for India business. As a matter of fact, Bedi was the man who has set up the AWS business in India and was the head of India and South Asia for six years. With the current appointment as managing director,…
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