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Anuj Chauhan's Projects

airflow icon airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

asyncio-eg icon asyncio-eg

Trying to integrate async with gearman job server.

benthos icon benthos

Fancy stream processing made operationally mundane

celery icon celery

Distributed Task Queue (development branch)

celerymon icon celerymon

Under heavy development now: Real time Celery monitoring with ASGI 3.0+ django 3.1

detection-of-diabetic-retinopathy-using-convolution-neural-network icon detection-of-diabetic-retinopathy-using-convolution-neural-network

Diabetic Retinopathy (DR) is an eye disease classified on a scale of 0-4. My task was to create an automated analysis system capable of assigning a score based on this scale • High resolution retina images were available which were cropped, resized, converted to 50% grayscale using OpenCV and pandas. Data augmentation methods were used to increase training set • Various convolutional neural networks (CNN) having different number of hidden layers were trained using tensorflow • The best CNN achived the training accuracy of 83.80% and test accuracy of 79.34%

dm icon dm

A direct message app

engimo icon engimo

minimo-eng - Minimalist theme for Hugo tuned for engineering content, based on Minimo

gforms_to_gmail icon gforms_to_gmail

An automation - Send a custom email to the form google form submitter.

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