At first, learning AI and related concepts were very difficult and time taking. Many people feared to take a look at this interesting field due to the hardcore coding and statistical knowledge to create the AI models. However, with the creation of this amazing tool called Teachable Machine, work became easier and fast.
Teachable Machine is an AI, Machine Learning, and Deep Learning tool that was developed by Google in 2017 and it runs on top of Tensorflow.js that was also developed in the same company.
This is a very powerful and user-friendly tool that helps in creating your Machine Learning and other AI models without having any prior knowledge of the same. Teachable Machine is so advanced that it already does the training, testing, and validating part by itself. One just needs to upload his/her files that he wants to train like mp3, mp4, images, etc. and just specify the names of the file in this tool.
Rest, the whole work starting from selecting the hyperparameters to complete training of the model is done by the Teachable Machine itself. Because of its built on top of Tensorflow, it is very fast and gives high accuracy as compared with the manual creation of ML models. Also, the accuracy of this model is very much closer to the famous ANN models like VGG16, Resnet50, Resnet101, etc. These were the models that created a benchmark in the AI world and are used by many ML experts. This process is known as Transfer Learning.
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