TinyMind - Deep Learning Framework
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TinyMind is a deep learning framework developed using unity that does not rely on any third-party libraries.Deep learning has become one of the popular development directions in the field of science today, Image recognition, speech recognition, text translation, object detection can all be solved using deep learning.However, to develop deep learning applications, in most cases only Python can be used. Now, this situation will change. With TinyMind, you can develop deep learning applications in Unity using efficient and elegant C # language.With TinyMind, you can perform image recognition, object detection, image generation, semantic segmentation and reinforcement learning, and more.Deep learning relies on big data, making the use of third-party datasets inevitable. TinyMind utilizes the following third-party datasets in its demonstration program, all of which are licensed under the MIT License. These include: FashionMNIST, udacity_driving, P1_Facial_Keypoints, and CeyMo. For more detailed information, please refer to Third-Party Notices.txt.Features:1 :Dynamic Computation Graphs and Automatic Differentiation. 2: Built-in convolutional neural network and recurrent neural network.3: Modular design allows you to easily build neural networks.4 :Perform high performance computations using Burst and Job systems.5 :Provides common transforms to improve the accuracy of neural network training and inference.6: Python style array slice read and write.7: Weight loading and saving.Supported Development Platforms: Windows Mac.Supported Target Build Platforms: Windows, Mac, IOS, Android.
