{"id":266,"date":"2022-05-26T04:49:13","date_gmt":"2022-05-26T04:49:13","guid":{"rendered":"https:\/\/ai-box.eu\/?p=266"},"modified":"2022-06-02T19:06:23","modified_gmt":"2022-06-02T19:06:23","slug":"ai-pipeline-tensorflow-object-detection-training-gui-installation","status":"publish","type":"post","link":"https:\/\/ai-box.eu\/en\/ai-pipeline-en\/ai-pipeline-tensorflow-object-detection-training-gui-installation\/266\/","title":{"rendered":"AI Pipeline – Tensorflow-Object-Detection-Training-GUI Installation"},"content":{"rendered":"

The BMW Tensorflow Object Detection Training GUI is the heart of the No-Code AI pipeline. It is the answer to encapsulate the complexity of neural network training from the user and to make neural network training as simple as possible. The user can train his own neural network with a few mouse clicks if he likes. Thanks to the many available pre-trained neural networks from the Tensorflow Model Zoo, very good results are possible in a very short time, even with little training data. However, the configuration and subsequent installation of the Training Suite is extensive and requires your full attention so that no mistakes happen.<\/em><\/p><\/blockquote>\n

The BMW Tensorflow Object Detection Training GUI, hereinafter referred to as Training Suite, provides you with a state-of-the-art solution for training neural networks. Within the Training Suite a small selection of pre-trained neural networks from the TensorFlow Model Zoo is available. With these already tested and pre-trained neural networks you can save a lot of time and energy by using them. Therefore, these networks are very suitable to be used as a starting point for your own domain-specific requirements. An overview of the different pre-trained neural networks that are offered in the TensorFlow Model Zoo can be viewed in detail via the following URL.<\/p>\n

URL Model Zoo:<\/strong> https:\/\/github.com\/tensorflow\/models\/blob\/master\/research\/object_detection\/g3doc\/tf2_detection_zoo.md<\/a><\/p>\n

With this knowledge in mind and which network is well suited for which subject purpose, you can then train your own neural networks.<\/p>\n

Note: Time required<\/strong><\/p>\n

The time needed for the installation of the Training Suite as described below is about 1 hour. Most of this time is taken up by the installation process to download the necessary data from the Internet. In this time you can do something else in parallel like drinking a fresh coffee..<\/p>\n

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