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Tien Nguyen's Projects

made-with-ml icon made-with-ml

Learn how to design, develop, deploy and iterate on production-grade ML applications.

mlops-course icon mlops-course

A project-based course on the foundations of MLOps with a focus on intuition and application.

notebooks icon notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

oemer icon oemer

End-to-end Optical Music Recognition (OMR) system. Transcribe phone-taken music sheet image into MusicXML, which can be edited and converted to MIDI.

paddleocr icon paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

patchtst icon patchtst

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

pygwalker icon pygwalker

PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

react-file-dragdrop icon react-file-dragdrop

React file drag-drop component preview for easy file uploads.. Just point it to API and get token / response result

react-toast icon react-toast

Custom push notification (Toast) implementation under React + stayed by TailwindCSS.

startup-how-to icon startup-how-to

This is a how-to on building a tech startup and hacking it's growth.

system-design-101 icon system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.

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