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Shermineh88's Projects

layout-parser icon layout-parser

A Unified Toolkit for Deep Learning Based Document Image Analysis

minigpt-4 icon minigpt-4

MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models

minn icon minn

Manipal Indoor Navigation Network

mmtracking icon mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

neuralangelo icon neuralangelo

Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nse-data-analysis-webapp icon nse-data-analysis-webapp

A Microservices based End-of-day NSE data analysis tool. (Python, aiohttp, mongoDB, ReactJS, Redux, Docker, Kubernetes and deployed on Google Cloud Platform's Kubernetes engine)

page-net icon page-net

A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data

patient2vec icon patient2vec

Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record

pml2-book icon pml2-book

Probabilistic Machine Learning: Advanced Topics

point-e icon point-e

Point cloud diffusion for 3D model synthesis

project-guideline icon project-guideline

Project Guideline is a research project that leverages on-device ML to enable people who are blind and low-vision to walk or run for exercise independently.

quantus icon quantus

Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

qupath icon qupath

QuPath - Bioimage analysis & digital pathology

real-time-iot-device-monitoring-with-kinesis icon real-time-iot-device-monitoring-with-kinesis

AWS Solution with a CloudFormation template for an ingestion mechanism for analytics about device connectivity and activity (i.e. sensor readings), as well as a dashboard for visualizing this data.

refurb icon refurb

A tool for refurbishing and modernizing Python codebases

res icon res

Code repo for KDD'22 paper : 'RES: A Robust Framework for Guiding Visual Explanation'

ruuvitag-sensor icon ruuvitag-sensor

Python library for communicating with RuuviTag BLE Sensor Beacon and for decoding sensor data.

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

semantic-kernel icon semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

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