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David Liu's Projects

deep-sort-master icon deep-sort-master

An advanced learning system that sorts numbers using LSTM with a modified attention mechanism. Utilizes concepts from Pointer Networks by Vinyals et al.

iflydeeplearnframework-cpp icon iflydeeplearnframework-cpp

This C++ project exemplifies the development of a Deep Learning framework. It utilizes concepts like abstract class/interface and inheritance, memory management, smart-pointers, iterator, const expression, and more. The framework implements MSE, ReLU, softmax, and linear layers, a feature/label generator, and mini-batch training.

img-homography-enhanced icon img-homography-enhanced

This project is a part of Computer Vision practice which focuses on image homography and processing.

isat-seg icon isat-seg

An enhanced software solution for semantic segmentation of broad area satellite imagery

neuonnet-ifly icon neuonnet-ifly

A concise Neural Network for advanced Computer Vision and Audition tasks, with a high focus on Lip Sync detection in video streaming.

sgseg icon sgseg

Official code for "SGSeg: Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidance" MICCAI 2024

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