The organization Deep Insight has a notable presence on GitHub, focusing on various projects primarily in Python, C++, Go, and JavaScript. Their repositories include significant contributions such as insightface, a state-of-the-art face analysis project, and insightocr, which implements OCR functionalities using MXNet. These projects reflect their expertise in machine learning and computer vision.
State-of-the-art 2D and 3D Face Analysis Project
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MXNet OCR implementation. Including text recognition and detection.
Reproduce SSH (Single Stage Headless Face Detector) with MXNet
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mtcnn mxnet C++ implementation
Instance-level image retrieval, used in street-to-shop scene. Leveraging large-scale noisy data, and clean it automatically. Learning R-MAC descriptors using a larger network such as ResNet101. Train with a siamese architecture to optimize a triplet loss.
transfer learning written in mxnet
Tools for ML/MXNet on Kubernetes.
mxnet model serving study
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Machine Learning Platform Based on PS-Lite
Deep Insight builds various projects on GitHub, with a focus on machine learning and computer vision. Notable repositories include insightface for face analysis and insightocr for optical character recognition, showcasing their expertise in these areas.
Deep Insight primarily utilizes Python, C++, Go, and JavaScript in their public GitHub repositories. This diverse set of languages allows them to develop a wide range of applications and tools in the field of machine learning.
Yes, all repositories under the Deep Insight organization are public on GitHub. This transparency allows users and developers to explore their work, contribute to projects, and utilize their tools for various applications.
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