The learning-rate scheduler for LeNet-5, η = 0.01, 0.005, 0.001 for epochs = [0, 100), [100, 150), [150, 200], respectively.\nFor Tree-3 (K = 15, M = 80) and 10 Tree-3 (K = 15, M = 80), η decays by a factor of 0.6 every 20 epochs.\nThe learning rate scheduler was the same as for Tree-3 (K = 15, M = 16), on the CIFAR-10 dataset.\nThe gray squares in the first layer represent convolutional hidden units, ({\\sigma }{Conv}), and max-pooling hidden units that are equal zero, except several denoted by RGB dots.\nThe non-zero tree output hidden units, ({\\sigma }{Tree}), are denoted by black dots.
"}}}},{"node":{"postTitle":"Developers Leveraging AI in Software Development","slug":"developers-leveraging-ai-in-software-development","publishDate":"2023-01-30 00:00:00","createdLocal":"2023-01-31 14:30:57.844944","feedName":"Image Recognition","postSummary":{"childMarkdownRemark":{"html":"In this article, we will explore some strategies for easily integrating AI into software development for companies and developers.\nWhat is Integration of AI into Software development?\nThe first step in integrating AI into software development is to understand the different types of AI and how they can be used.\nAI can enhance software development and deployment processes by automating a wide range of tasks, both cognitive and physical.\nThe VerdictIn conclusion, integrating AI into software development can seem daunting, but it doesn’t have to be.
"}}}},{"node":{"postTitle":"OCR Explained: Meaning, Working, and Top OCR Tools","slug":"ocr-explained-meaning-working-and-top-ocr-tools","publishDate":"None","createdLocal":"2023-01-31 14:30:55.823620","feedName":"Image Recognition","postSummary":{"childMarkdownRemark":{"html":"OCR accuracy : Adobe Acrobat DC has a relatively high OCR accuracy.\nOCR accuracy : The OCR accuracy of AWS Textract varies depending on the text.\nDocument management : Document management features of AWS Textract include intelligent document processing, data extraction, and text mining.\nOCR accuracy : Docparser has a very high OCR accuracy.\nOCR accuracy : It has a very high OCR accuracy.
"}}}},{"node":{"postTitle":"Storytelling About Food & Climate Impacts","slug":"storytelling-about-food-climate-impacts","publishDate":"2023-01-30 00:00:00","createdLocal":"2023-01-31 14:30:54.742438","feedName":"Image Recognition","postSummary":{"childMarkdownRemark":{"html":"Indeed, food, climate, and cleantech are coalescing as more power brokers become aware of the role that agriculture has to play in reducing food and climate impacts on greenhouse gas emissions.\nHere are some stories to start the 2023 year about new ways of growing food, acknowledging the role of food workers, unpacking the importance of blue food systems, and revitalizing urban communities with food independence.\nAgri-Tech Challenge Announces WinnersThe Food Tech Challenge brought together food entrepreneurs and innovators from all over the world to submit ideas about changing food systems in the UAE.\nRecognizing the Importance of Blue Food SystemsStorytelling and the stories we tell can have real impact in the world and are unalterably connected to food and climate, argues Danielle Nierenberg of the Food Tank.\nTo exemplify the point, she zooms in on blue food systems, which encompass aquaculture, aquatic plants, fisheries, and ocean farming.
"}}}},{"node":{"postTitle":"The Year of AI Breakthroughs 2022","slug":"the-year-of-ai-breakthroughs-2022","publishDate":"None","createdLocal":"2023-01-31 14:30:53.542781","feedName":"Image Recognition","postSummary":{"childMarkdownRemark":{"html":"Louis Bouchard has compiled a great list of research papers covering AI breakthroughs that were published during last year.\nI first reported on What's AI, as Loius Bouchard is also known, with his curated list of AI research papers for 2021 and it is good to see he has continued with his mission to explain artificial intelligence in simple terms and share the new research state and applications for everyone.\nHierarchical Text-Conditional Image Generation with CLIP LatentsOpenAI's new model DALL·E 2 is amazing.\nMyStyle: A Personalized Generative PriorThis new model by Google Research and Tel-Aviv University is incredible.\nGalactica: A Large Language Model for ScienceGalactica is a large language model with a size comparable to GPT-3, but specialized on scientific knowledge.
"}}}},{"node":{"postTitle":"Automated detection of isolated single cells using microscope images and AI","slug":"automated-detection-of-isolated-single-cells-using-microscope-images-and-ai","publishDate":"None","createdLocal":"2023-01-31 14:30:53.045556","feedName":"Image Recognition","postSummary":{"childMarkdownRemark":{"html":"Presence of single cell (left) and absence of single cell (right).\nThe method involves using microwells to isolate single cells and then applying deep learning to the microscopic images containing single cells in the microwells.\nThe machine learning model prepared by the team makes it possible to automatically detect single cells in microscopic images and reduce human effort.\nThere has been a growing interest in developing methods of isolating single cells to study their functions.\nResearch team leader Moeto Nagai explains, \"We wanted to apply AI to the detection of single cells.
"}}}},{"node":{"postTitle":"Madison Square Garden's Facial Recognition Mess: What We Know","slug":"madison-square-garden-s-facial-recognition-mess-what-we-know","publishDate":"2023-01-30 11:00:00.475000+00:00","createdLocal":"2023-01-31 14:30:52.204510","feedName":"Image Recognition","postSummary":{"childMarkdownRemark":{"html":"The place: one of America’s most famous venues, Madison Square Garden.\nEach of them were spotted by the company’s facial recognition system.\nMadison Square Garden first rolled out facial recognition systems to its venues in 2018 with the stated goal of increasing security.\n“This is bad, and it’s just one example of how facial recognition could be used to infringe on peoples’ rights,” Fight for the Future Director Evan Greer said in a statement.\nHere’s everything we know about the Madison Square Garden facial recognition saga so far.
"}}}},{"node":{"postTitle":"Like me, Loona the Petbot is dumb but lovable","slug":"like-me-loona-the-petbot-is-dumb-but-lovable","publishDate":"2023-01-30 00:00:00","createdLocal":"2023-01-31 14:30:51.503691","feedName":"Image Recognition","postSummary":{"childMarkdownRemark":{"html":"Like me, Loona the Petbot is dumb but lovable This little robot has loads of charm but lacks in the brains departmentI have wanted a robot pet at least since Sony introduced the original Aibo in 1999 — probably earlier, but Aibo made it seem tangible.\nThe basicsAt heart, Loona is a four-wheeled image recognition and robotics tech demonstration in a surprisingly affordable package.\nThere’s a mic onboard as well as speakers, so that Loona can hear its owner and also respond (though strictly non-verbally).\nBottom lineGiven how impressive its launch visuals were, there was no real chance that Loona could live up to expectations.\nI want to be clear: Loona is fun, especially for kids, but it can also be frustratingly rough around the edges.
"}}}}]}},"pageContext":{"limit":8,"skip":1856,"irNumPages":301,"currentPage":233}}}