Himashi Amanda Peiris (himashi92)

himashi92

Geek Repo

Company:Monash University

Location:Clayton

Home Page:https://himashi92.github.io/

Twitter:@HimaAma92

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Himashi Amanda Peiris's starred repositories

suggested-notation-for-machine-learning

This introduces a suggestion of mathematical notation protocol for machine learning.

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itkwidgets

An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.

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CausalVLR

CausalVLR: A Toolbox and Benchmark for Visual-Linguistic Causal Reasoning (视觉-语言因果推理开源框架)

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SAM-Med3D

SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image

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SAM4MIS

Segment Anything Model for Medical Image Segmentation: paper list and open-source project summary

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Analysing-Point-Cloud-File-Using-Python

PCD data recorded via Trimble SX12

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Python-Class-for-Waveshare-USB-CAN-A

This is a python class for Waveshare USB-CAN-A and python class for imuf99pl imu sensor.

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visprog

Official code for VisProg (CVPR 2023 Best Paper!)

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Journal-Club

The RISE Journal Club aims to create a friendly environment to discuss the latest state-of-the-art papers in the areas of medical image analysis, AI and computer vision. The moderators will briefly introduce the paper and then moderate a discussion where everyone is welcome to provide their thoughts and ask any questions on the paper.

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Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

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dtreeviz

A python library for decision tree visualization and model interpretation.

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GNSS-RTK-Client-ssl

This code can be used to automatically get the nearest Mountpoint for GNSS RTK applications. And receive RTCM3 data. The GUI can be use for quick testing.

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geomstats

Computations and statistics on manifolds with geometric structures.

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poincare-embeddings

PyTorch implementation of the NIPS-17 paper "Poincaré Embeddings for Learning Hierarchical Representations"

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CLIP-Driven-Universal-Model

[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.

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TotalSegmentator

Tool for robust segmentation of >100 important anatomical structures in CT and MR images

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pytorch-deeplabv3plus-3D

Deeplabv3 plus 3D version (in pytorch)

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ctOrganSegmentation

Morphological organ segmentation for CT scans

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Awesome-Hyperbolic-Representation-and-Deep-Learning

Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

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Diffusion-based-Segmentation

This is the official Pytorch implementation of the paper "Diffusion Models for Implicit Image Segmentation Ensembles".

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Semantic-Segmentation-For-Dust-Cloud

This repository contain code base for the paper "Semantic Segmentation Model Performance on Vehicle-induced Dust Cloud Identification on Unsealed Roads"

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Dust-Cloud-Identification

This GUI code base can be used to identify dust clouds from a Video or an Image.

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Automatic_Thresholding

This application can be used to quickly view how different Thresholding Methods work on images. Selected threshold method can be applied for bulk images in a folder, results are saved in a user selected folder with histograms.

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SegAN

SegAN: Semantic Segmentation with Adversarial Learning

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