YÜZ TANIMA SİSTEMLERİNİN YANILTILMASINA KARŞI BİR YÖNTEM: YÜZ VİDEOLARINDA NABIZ TESPİTİ İLE CANLILIK DOĞRULAMASI Günümüzde kimlik saptama amaçlı kullanılan biyometrik teknolojiler, güvenlik, erişim, kontrol, takip gibi alanlarda aktif olarak rol almaktadır. Bu teknolojilerden biri olan yüz tanıma sistemi, diğer biyometrik sistemlere göre temassızlık ve günlük hayatımıza yerleşmiş bulunan düşük maliyetli kameralar sayesinde daha çok tercih […]
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Amazon Fresh is a brand new grocery store concept that mixes local, national and organic brands along with freshly prepared foods under one roof. The Dash cart lets you self check out as you go, recognizing items as you put them in the cart and keeping a tally of your running total.
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Python ile çok basit bir ses tanıma ve metine çevirme uygulaması paylaşıyorum. PiPy üzerinden SpeechRecognition kütüphanesini kullanıyoruz. Örnek dosyanın yerini değiştirmeniz gerekiyor.
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Doğrultulmuş lineer birim (rectified linear unit- RELU) doğrusal olmayan bir fonksiyondur. ReLU fonksiyonu negatif girdiler için 0 değerini alırken, x pozitif girdiler için x değerini almaktadır. Python kodlaması aşağıdaki gibi olabilir. def relu(x): return np.maximum(0, x)
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A Java virtual machine (JVM) is a virtual machine that enables a computer to run Java programs. JVM is the core of the Java ecosystem. The JVM was initially designed to support only Java. However, as time passed, even more languages were adapted or intended to run on the Java platform. Any serious Java developer has to learn the JVM ecosystem and […]
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In June of 2020, OpenAI launched their new model GPT-3, which not only has futuristic NLP(Natural Language Processing) capabilities, but was also able to generate React code and simplify command-line commands. Looking at these demos was a huge inspiration for us and we realized that while doing data analysis, a lot of times, we often forget less-used pandas or […]
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Neural network architectures are most often conceptually designed and described in visual terms, but are implemented by writing error-prone code. PrototypeML is a machine learning development environment that bridges the gap between the design and development processes: it provides a highly intuitive visual neural network design interface that supports the full capabilities of the PyTorch […]
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handcalcs is a library to render Python calculation code automatically in Latex, but in a manner that mimics how one might format their calculation if it were written with a pencil: write the symbolic formula, followed by numeric substitutions, and then the result. Because handcalcs shows the numeric substitution, the calculations become significantly easier to check and verify by […]
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The recent emergence of machine learning has given rise to hundreds of different frameworks, so why would you use Libra? Here’s why libra outperforms all these other alternatives. Libra prioritizes ease of use and ergonomics. Libra is a machine learning API designed for non-technical users. This means that it assumes that you have no background […]
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