Lobe
What is Lobe?
This is the way it works: - Gather and label pictures utilizing your webcam or a pc folder. - Lobe routinely trains a customized machine studying mannequin by yourself laptop. - You may overview the outcomes of the mannequin and enhance it by offering suggestions. - You may export the mannequin to numerous codecs and apply it to any platform of your selection. Lobe is designed for anybody who needs to show their machine studying concepts into actuality. You should use it for a wide range of functions, akin to figuring out vegetation, detecting feelings, monitoring wildlife, analyzing tools, and extra. You can even be taught extra about machine studying and its purposes with Lobe's examples and tutorials. In case you're inquisitive about attempting Lobe, you possibly can obtain it at no cost from their web site: https://www.lobe.ai/
Pros
Lobe.ai is a free and easy-to-use tool that allows you to train machine learning models using images. Lobe.ai automatically selects the right machine learning architecture for your project and trains it on your own computer without uploading data to the cloud. Lobe.ai allows you to export your models to various formats and platforms such as TensorFlow, Core ML, ONNX, and more.
Cons
Lobe.ai currently only supports image classification, the task of labeling images based on their content. Other types of machine learning, such as object detection or data classification, are not yet available. Lobe.ai requires a relatively powerful computer to run smoothly and train models quickly. If your computer does not meet the minimum system requirements, you may experience performance issues or errors. Lobe.ai doesn’t offer much control or customization over the machine learning process. You cannot modify the model architecture, parameters, or training settings. You also don't have access to the raw data or code behind the scenes.