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nla-trefethenbau

Matlab codes for problems in Numerical Linear Algebra by L. Trefethen and D. Bau

non-linear-video-navigation

A program that indexes a given lecture video for easy navigation based on the anchor points such as diagrams, tables, equations, word clouds etc.

object-tracking-in-infrared

This project explores object tracking of human and vehicle targets in the infrared using Matlab. Using the OTCBVS Benchmark Dataset Collection, tracking of pedestrians are performed in a variety of infrared videos. Tracking is performed in cases with single pedestrians in the scene and also in cases with multiple pedestrians. Tracking approaches is centered on techniques most suited to the infrared. The project will not focus on identification of targets but instead on maintenance of accurate track following the identification. Performance of the developed tracking techniques are analyzed using the ground truth data from the databases. Metrics, such as those from the IEEE workshop on Performance Evaluation of Tracking and Surveillance is used for the analysis. All coding is done in MATLAB.

opencv

Open Source Computer Vision Library

os-simulator

simulate operating system event

ozymandias

Real-time image processing at scale using Kafka and Spark Streaming

pdi_final

people-counter

This program count incoming and outcoming people, who crooss by hall

pixel_link

Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018

pthreadproject

A linux PThread project that simulates cars on either side heading through a one way tunnel, using sempahores and mutexes, the cars (represented as threads) take turns going through the tunnels. Written in C++ running on linux gcc compiler.

pyaam

Active Appearance Model implemented by python

pychart

Combining Python with Chart.js

python

A simple website was built using Flask web-server and Jinja HTML templates. On accessing the website, user can choose from a list of major clubs in the English Premier League (soccer) & request for statistical analysis for the club on a certain period. Statistics can be viewed in tabular form & graphical form. Webscraping was done using BeautifulSoup; Data analysis using Pandas and numpy & graphs using Matplotlib. Programming was done in python.

python-kafka-example

pytorch-video-recognition

PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.

pytorch-vsumm-reinforce

AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)

pytorch_c3d_feature_extractor

Pytorch C3D feature extractor

random-forest-importances

Code to compute permutation and drop-column importances in Python scikit-learn models

rocket.chat.android

Rocket.Chat Native Android Application

samsung-coding_interview

Solved Some Samsung Interview Coding Questions

sankshep

Video Summarization - Summarized a video lecture and converted it to a slideshow using Speech-to-text, Keyword extraction and OpenCV Shot detection.

sankshepv2.0

Video Summarization & Recommendation - A website to search for video lectures and auto-generated topic-wise clips on machine learning with video recommendations using Ontology and Sequence Mining.

scanned-text-receipt_text-localization

ICDAR-SROIE 2019 | Scanned-Text-Receipt-Text-Localization | Pixel Aggregation Network | Image segmentation

scars

scene-text-recognition

An attempt to recognize texts in scene. The project is based on ICDAR MLT 2019 dataset.

scenetextpapers

Tracking the latest progress in Scene Text Detection and Recognition: Must-read papers well organized

sdass-descriptor

seasnake

A tool to convert C++ code to Python code.

semantic-content-extraction-from-videos

Semantic content extraction from videos

siamese_similarity_model

A Siamese similarity model for image similarity