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Lisa Nguyen's Projects

3d_object_detection icon 3d_object_detection

The source code provided is utilized for object detection from 2D and specifies the position in 3D coordinate of the object. This repository is geared towards RealSense D435 camera under ROS platform using HSV algorithm for single color detection.

advanced-atrous-cnn icon advanced-atrous-cnn

Pytorch implementation of the research paper 'Attention-based Atrous Convolutional Neural Networks: Visualisation and Understanding Perspectives of Acoustic Scenes'. The paper is authored by Zhao Ren, Qiuqiang Kong, Jing Han, Mark Plumbley, Björn Schuller.

enhanced-pgnns icon enhanced-pgnns

Refined implementation of pGNN, p-Laplacian Based Graph Neural Networks presented at ICML 2022

knowledge-shift_medimg-analysis_knobo icon knowledge-shift_medimg-analysis_knobo

KnoBo, a versatile solution to domain shifts in Medical Image Analysis with Knowledge Priors. This newfound approach signifies the importance of textbooks education in AI algorithms, especially when dealing complex issues in Medical Image Analysis.

neuro-rust-ai-library icon neuro-rust-ai-library

Neuro is a deep learning library built in Rust, with support for GPU operations. It's a highly modular system that includes custom activation functions, loss functions, layers, and optimizers.

optimized-vnet-keras-3dseg icon optimized-vnet-keras-3dseg

Python utility for 3D segmentation using a Keras-implemented V-Net model. The package includes on-the-fly data augmentation and group normalization.

pro-autosmim icon pro-autosmim

Pro-autoSMIM: Streamlined Access to Automatic Superpixel-based Masked Image Modeling for Advanced Skin Lesion Segmentation

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