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Hi there šŸ‘‹

Iā€™m Mirantha. A Computer Scientist building AI-centric software. PhD @ Manchester. I like machine learning in production šŸ§  šŸš€šŸ’„

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mirantha's Projects

annotation_creator icon annotation_creator

This are the python codes used to automate the manual annotation creation process

cgan-keras icon cgan-keras

Unimodal Conditional Generative Adversarial Network using Keras and MNIST dataset

darkflow icon darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

deeplearning.ai icon deeplearning.ai

Maybe the most detailed records and programming task of Andrew Ng's course on Coursera

detectron2 icon detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

dpgan icon dpgan

Implementation of a differentially private generative adversarial network.

haystack icon haystack

:mag: Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

image_captioning icon image_captioning

Recreation of image captioning model with Keras from paper 'Show and Tell' (2015)

keras-gan icon keras-gan

Keras implementations of Generative Adversarial Networks.

keras-resources icon keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

kudle icon kudle

Deploy containers on Azure Kubernetes Cluster in minutes!

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