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Dibyendu Bhattacharya's Projects

awesome-bigdata icon awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

basic-yolo-keras icon basic-yolo-keras

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

coursework icon coursework

Checklist of videos and exercises that you can follow if you want to get a good baseline for Data Structures and Algorithms.

darkflow icon darkflow

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

deepjazz icon deepjazz

Deep learning driven jazz generation using Keras & Theano!

dlwpt-code icon dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens and Luca Antiga.

examples icon examples

Example code on running Confluent Platform

face_classification icon face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

feature-engineering-book icon feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

imutils icon imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

intro_spark icon intro_spark

Code examples supporting the "Intro to Apache Spark" video published by O'Reilly Media

jazzml icon jazzml

A (very incomplete) project that combines machine learning with music.

kafka-spark-consumer icon kafka-spark-consumer

High Performance Kafka Connector for Spark Streaming.Supports Multi Topic Fetch, Kafka Security. Reliable offset management in Zookeeper. No Data-loss. No dependency on HDFS and WAL. In-built PID rate controller. Support Message Handler . Offset Lag checker.

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