Technology has already transformed the world we live in. In many ways though, we’re only just beginning to tap into the full potential AI can provide. One such exciting development in the field of AI is LOBE.
Lobe is a free, private desktop application that has everything you need to take your machine learning ideas from prototype to production. Lobe is working to make deep learning simple, understandable and accessible to everyone. Lobe’s simple visual interface empowers anyone to develop and apply deep learning and AI models quickly, without writing code. Lobe was acquired by Microsoft in Sep, 2018 to help bring AI development capability to everyone.
Lobe only has one main feature and that’s training and image classification network. Lobe learns to look at images using image classification and categorizing it into a single label to represent its content. Labeling is assigning categories to your images to create examples that teach Lobe. These examples are commonly known as a dataset. From this dataset, Lobe will learn to automatically predict a label for a given image. The model now needs to be trained.
Training is how your model learns to predict the correct labels from your examples. You can think of your examples as a collection of flashcards. During training, your model will continually look through the flashcards and try to find similar patterns that help it guess the right answers.Training time is quite variable and depends on how hard it is to distinguish between the labels in your examples and how many examples you have.
The training results show you which images your model is predicting correctly and incorrectly. The more correct the predictions, the better the model is performing. Look at the results on your test images to get a better sense how your model will perform on unseen data.
MOJO use lobe in MOJO Academy masterclasses and hands on modules. Right now focused on image recognition. We are also planning to use it in our DXT platform to classify and train the AI model on company logos and portfolio. Wonder what is DXTConnect ? Check here:
MOJO use lobe in MOJO Academy masterclasses and hands on modules. Right now focused on image recognition. We are also planning to use it in our DXT platform to classify and train the AI model on company logos and portfolio. Wonder what is DXTConnect ? Check here: https://bit.ly/37YYvw6
If you are someone who wants to implement AI, or someone who is simply interested to know how AI can take your business to the next level, connect with us.