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Soumen Pramanik's Projects

stanford_dl_ex icon stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

stn-ocr icon stn-ocr

Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

studiotoolkit icon studiotoolkit

A collection of javascript and python libraries to help usage of NAOqi - for Nao and Pepper robots.

superstitchous2.0 icon superstitchous2.0

Image stitching and core segmentation software for large scale digital holography.

synthtext icon synthtext

Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

taadpapers icon taadpapers

Must-read Papers on Textual Adversarial Attack and Defense

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tesseract icon tesseract

Tesseract Open Source OCR Engine (main repository)

tf_oreilly icon tf_oreilly

Code for O'Reilly's "A Short Course on TensorFlow"

the-sde-prep icon the-sde-prep

🪁All the DSA(Data-Structures & Algorithms) 📒Concepts and 📏Implementations📐 |📈 FAANG Must Do Problems |🔰 CP |📑SDE Sheet's |🖊️ CSE Core Subjects(DBMS + MySql, OOP's, OS & CN) | ✏️Round 1(Aptitude, Logical Reasoning, Puzzle's, Programing MCQ's & Verbal ability) and 🃏Projects. || 🎯Aim :- Help 👨‍🚀Students who are preparing for SDE Interview's🏆.

thecodeship icon thecodeship

Source of my blog discussing everything related to programming and software development. Built with Python's Pelican.

tiny icon tiny

Tiny Face Detector, CVPR 2017

toto-build-and-test icon toto-build-and-test

Python tool to provide signed metadata relevant to the build and test phase of the software development lifecycle. Built as capstone project for the Application Security class at NYU Tandon School of Engineering.

tpu icon tpu

Reference models and tools for Cloud TPUs.

tuplex icon tuplex

Tuplex is a parallel big data processing framework that runs data science pipelines written in Python at the speed of compiled code. Tuplex has similar Python APIs to Apache Spark or Dask, but rather than invoking the Python interpreter, Tuplex generates optimized LLVM bytecode for the given pipeline and input data set.

twitch-troll-detection icon twitch-troll-detection

Unsupervised machine learning methods to detect and classify anomalies in streaming data. We apply this to the viral event, TwitchPlaysPokemon, and attempt to identify trolls in a live IRC chat.

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