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Mursheda Tasnim's Projects

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

dsen2-cr icon dsen2-cr

DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.

ejs icon ejs

Embedded JavaScript templates -- http://ejs.co

gitignore icon gitignore

A collection of useful .gitignore templates

imagedenoising-dncnn-ridnet-keras icon imagedenoising-dncnn-ridnet-keras

Removing noise from images using deep learning models.Used some state-of-the-art denoising modelโ€™s architecture from research papers like DnCNN and RIDNET. Created Quantized models of the above models and Performed detailed analysis of the models.

imhance icon imhance

Various Filtering implementations to remove impulse noise

mongoose icon mongoose

MongoDB object modeling designed to work in an asynchronous environment.

numpy-cnn icon numpy-cnn

A numpy-only implementation of a Convolutional Neural Network, from the ground up.

numpy-cnn-1 icon numpy-cnn-1

A numpy based CNN implementation for classifying images

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