AIと機械学習は、依然として初心者が参入しにくい専門性の分野です。 豊富な専門知識と事業リソースをもった企業は少ししかありません。~Fei-Fei Li Mercari は日本で人気のあるショッピングアプリで、画像の分類にAutoML Vision（GoogleのAutoMLソリューション）を使用しています。Mercari によると、「写真をアップロード …

Feed raw audio files directly into the deep neural network without any feature extraction. If you have observed, conventional audio and speech analysis systems are typically built using a pipeline structure, where the first step is to extract various low dimensional hand-crafted acoustic features (e.g., …

Teach your computer to recognize gestures and trigger a set of actions to perform after a certain gesture is recognized. — Hello World! I’m very excited to share with you my recent experiment wherein I tried to teach my computer certain gestures and whenever those gestures are recognized certain actions will be performed. In this blog, I’ll explain all you need to do to achieve the following IF: I wave to…

For a given audio dataset, can we do audio classification using Spectrogram? well, let’s try it out ourselves and let’s use Google AutoML Vision to fail fast :D We’ll be converting our audio files into their respective spectrograms and use spectrogram as images for our classification problem. Here is the…

Implementing deep learning algorithms from scratch using Python and NumPY is a good way to understand what these deep learning algorithms are really doing by unfolding the deep learning black box. However, it is increasingly not practical, at least for most people like me, is not practical to (CNN) or…

こんにちは、 ゴーリストのビベックです。 Hello World! This is Vivek from Goalist. If you want to build a very powerful machine learning algorithm on structured data then the first step to take is to explore the data every which way you can. …