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kathryn's Projects

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

aot icon aot

AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection (NeurIPS 2020)

bingoset icon bingoset

🎲 CLI Toolkit to quickly create image dataset using Bing Image Search API

board icon board

Trello like kanban board. Based on Restya platform.

countries-states-cities-database icon countries-states-cities-database

🌍 World countries, states, regions, provinces, cities, towns in JSON, SQL, XML, PLIST, YAML, and CSV. All Countries, States, Cities with ISO2, ISO3, Country Code, Phone Code, Capital, Native Language, Timezones, Latitude, Longitude, Region, Subregion, Flag Emoji, and Currency. #countries #states #cities

covid-pneumonia-normal-classifier_99-accuracy_98-f1score icon covid-pneumonia-normal-classifier_99-accuracy_98-f1score

This reposository contains a deep learning model to predict a patient is suffering from covid or pneumonia or the person doesn't suffer from any of those disease using there chest X ray , I have used classical transfer learning method with a state of the art pretrained model ( resnet200d ) as a backbone and fine tuned its final layers . The model shows some excellent results with a 98% f1 score and 99% accuracy in a test set .

credit_risk_evaluation icon credit_risk_evaluation

This repository contains an approach (developed in Python) to credit risk analysis. The dataset was provided by a famous startup bank.

custom_maskrcnn icon custom_maskrcnn

Custom Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

cvat icon cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

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