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Ian J. Goodfellow (born 1987 [1]) is an American computer scientist, engineer, and executive, most noted for his work on artificial neural networks and deep learning.He is a research scientist at Google DeepMind, [2] was previously employed as a research scientist at Google Brain and director of machine learning at Apple, and has made several important contributions to the field of deep ...
Deep learning is a subset of machine learning that focuses on utilizing neural networks to perform tasks such as classification, regression, and representation learning.The field takes inspiration from biological neuroscience and is centered around stacking artificial neurons into layers and "training" them to process data.
Learning 3D shapes has been a challenging task in computer vision. Recent advances in deep learning have enabled researchers to build models that are able to generate and reconstruct 3D shapes from single or multi-view depth maps or silhouettes seamlessly and efficiently. [24] Automatic inspection, e.g., in manufacturing applications;
Caffe is being used in academic research projects, startup prototypes, and even large-scale industrial applications in vision, speech, and multimedia. Yahoo! has also integrated Caffe with Apache Spark to create CaffeOnSpark, a distributed deep learning framework.
Ng researches primarily in machine learning, deep learning, machine perception, computer vision, and natural language processing; and is one of the world's most famous and influential computer scientists. [33] He's frequently won best paper awards at academic conferences and has had a huge impact on the field of AI, computer vision, and robotics.
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Chollet is the author of Xception: Deep Learning with Depthwise Separable Convolutions, [9] which is among the top ten most cited papers in CVPR proceedings at more than 18,000 citations. [ 10 ] Chollet is the author of the book Deep Learning with Python , [ 11 ] which sold over 100,000 copies, and the co-author with Joseph J. Allaire of Deep ...