Master's degree thesis testing algorithms for image & video understandingEnrico Busto
In the last few years, many algorithms with remarkable effectiveness for Object Detection have been published but still some comparative metrics haven’t been defined.
The difficulties in making this comparison arise from the fact that different algorithms are based on different Feature Extractors (VGGs, Residual Networks, etc.), different base resolution and different implementation on specific platforms.
Master's degree thesis testing algorithms for image & video understandingEnrico Busto
In the last few years, many algorithms with remarkable effectiveness for Object Detection have been published but still some comparative metrics haven’t been defined.
The difficulties in making this comparison arise from the fact that different algorithms are based on different Feature Extractors (VGGs, Residual Networks, etc.), different base resolution and different implementation on specific platforms.
Abstract— Prototyping is an important technique to reduce the cost and risk involved in developing complex systems like the Radio or Optical Telescopes and other Astronomical Observatory tools. Basically, it includes designing a small scale version of a complex system in order to acquire critical knowledge required to build the real system. The prototyping process takes time, involves many persons and if inappropriate or inadequate knowledge is gathered it can lead project managers and end users to make false assumptions about vital characteristics of a system, thereby consequently setting up the stage for a project failure. In this paper, we focused on the basic design concepts adopted in the course of constructing an indigenous 6m Radio Telescope. We present various rapid prototyping techniques for exploring ideas quickly and inexpensively in the early stages of design, which is paper and pencil. Software prototyping techniques which require interactive simulations are briefly highlighted.
Computational Fields meet Augmented Reality: Perspectives and ChallengesDanilo Pianini
Recently, two different techniques emerged that are tailored to environments pervaded of computational devices. On the one hand, aggregate programming, and especially computational fields-based programming, is a promising abstraction for coordinating the activities of multiple situated devices. On the other hand, augmented reality is emerging as new means of interaction with both software and physical entities. We note that both computational fields and augmented reality are tightly bound to the physical world, and that they both enrich it, with collective computation and augmented information respectively. This work presents an initial analysis of possible future research directions that involve these techniques, discussing some possible ways of integrating them.
ATMOSPHERE was invited to be a speaker at Think Milano event, on 6th June from 14.30 to 17.30, to join a panel discussion called “L’infrastruttura cloud ready protagonista del future” on how cloud infrastructures are important for different market sectors.
Abstract— Prototyping is an important technique to reduce the cost and risk involved in developing complex systems like the Radio or Optical Telescopes and other Astronomical Observatory tools. Basically, it includes designing a small scale version of a complex system in order to acquire critical knowledge required to build the real system. The prototyping process takes time, involves many persons and if inappropriate or inadequate knowledge is gathered it can lead project managers and end users to make false assumptions about vital characteristics of a system, thereby consequently setting up the stage for a project failure. In this paper, we focused on the basic design concepts adopted in the course of constructing an indigenous 6m Radio Telescope. We present various rapid prototyping techniques for exploring ideas quickly and inexpensively in the early stages of design, which is paper and pencil. Software prototyping techniques which require interactive simulations are briefly highlighted.
Computational Fields meet Augmented Reality: Perspectives and ChallengesDanilo Pianini
Recently, two different techniques emerged that are tailored to environments pervaded of computational devices. On the one hand, aggregate programming, and especially computational fields-based programming, is a promising abstraction for coordinating the activities of multiple situated devices. On the other hand, augmented reality is emerging as new means of interaction with both software and physical entities. We note that both computational fields and augmented reality are tightly bound to the physical world, and that they both enrich it, with collective computation and augmented information respectively. This work presents an initial analysis of possible future research directions that involve these techniques, discussing some possible ways of integrating them.
ATMOSPHERE was invited to be a speaker at Think Milano event, on 6th June from 14.30 to 17.30, to join a panel discussion called “L’infrastruttura cloud ready protagonista del future” on how cloud infrastructures are important for different market sectors.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...ssuser7dcef0
Power plants release a large amount of water vapor into the
atmosphere through the stack. The flue gas can be a potential
source for obtaining much needed cooling water for a power
plant. If a power plant could recover and reuse a portion of this
moisture, it could reduce its total cooling water intake
requirement. One of the most practical way to recover water
from flue gas is to use a condensing heat exchanger. The power
plant could also recover latent heat due to condensation as well
as sensible heat due to lowering the flue gas exit temperature.
Additionally, harmful acids released from the stack can be
reduced in a condensing heat exchanger by acid condensation. reduced in a condensing heat exchanger by acid condensation.
Condensation of vapors in flue gas is a complicated
phenomenon since heat and mass transfer of water vapor and
various acids simultaneously occur in the presence of noncondensable
gases such as nitrogen and oxygen. Design of a
condenser depends on the knowledge and understanding of the
heat and mass transfer processes. A computer program for
numerical simulations of water (H2O) and sulfuric acid (H2SO4)
condensation in a flue gas condensing heat exchanger was
developed using MATLAB. Governing equations based on
mass and energy balances for the system were derived to
predict variables such as flue gas exit temperature, cooling
water outlet temperature, mole fraction and condensation rates
of water and sulfuric acid vapors. The equations were solved
using an iterative solution technique with calculations of heat
and mass transfer coefficients and physical properties.
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERSveerababupersonal22
It consists of cw radar and fmcw radar ,range measurement,if amplifier and fmcw altimeterThe CW radar operates using continuous wave transmission, while the FMCW radar employs frequency-modulated continuous wave technology. Range measurement is a crucial aspect of radar systems, providing information about the distance to a target. The IF amplifier plays a key role in signal processing, amplifying intermediate frequency signals for further analysis. The FMCW altimeter utilizes frequency-modulated continuous wave technology to accurately measure altitude above a reference point.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
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Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Resume
1.
Kshitij Patil Senior Undergraduate,
Dept. of Computer Engineering,
Pune Institute of Computer Technology
kshitijpatil98@gmail.com
+919423706080
www.linkedin.com/in/kshitijpatil98
www.github.com/Kshitij09
EDUCATION
B.E. Computer Engineering
Pune Institute of Computer Technology
Aug 2017- Present
CGPA: 8.3
Diploma in Information Technology
Government Polytechnic, Kolhapur
Aug 2014 - May 2017
Percentage: 90.88%
EXPERIENCE
Periwinkle Technologies, Pune - Project
Intern (Medical Imaging)
Sept 2019 - present
- Working on Cervical Cancer Screening VIA
using Deep Learning based Multimodal
classification techniques to develop a visual
evaluation algorithm that accurately recognizes
Cervical Precancer/Cancer.
PICT ACM Student Chapter, Pune —
Technical core committee member &
Domain Director of Android
Sep 2018 - Sept 2019
- Guiding fellow PASC members by conducting
seminars and mentoring projects. Keeping them
abreast of recent trends in software
development.
CoReCo technologies, Pune — Intern
May 2016 - June 2016
- Explored Docker technology with the
deliberate study of containerization. Ascertained
how the effective usage of Docker containers
could reinforce application deployment.
PROJECTS
CNN based Forest Fire Detection
(Nov 2019 - present)
- Working on a CNN based Forest Fire Detection
algorithm intended to be deployed on camera enabled
edge devices. Dataset is created by extracting frames
from YouTube videos and under refinement. Initial
results have shown MobileNetv2 as the ideal model
(2MB -86% accuracy) for deployment. [source code]
- Technologies Used: Tensorflow, Keras, Pytorch, fastai, opencv
OCR for Handwritten Forms (June 2019)
- Developed a system to extract Account No. and Date
from Bank Payment Receipt using OpenCV and correctly
recognizing the digits using CNN based algorithm. The
model was trained over EMNIST dataset and various
preprocessing steps were applied to make the digits
discernable.
- Technologies Used: OpenCV, Tensorflow, Keras
Image restoration without clean data (Mar 2019)
- Conducted a survey on image restoration techniques
capable of restoring images by only looking at
corrupted examples. An algorithm from 'Noise2Noise'
(Jakko et.al.) research paper implemented using
convolutional auto-encoders with symmetric skip
connections was giving SOTA results. [report]
- Technologies Used: LaTeX, Tensorflow, Keras
Crowd Counting for disaster management
(Aug 2018 - Sep 2018)
- Developed a system based on the novel deep learning
architecture - CSRNet (Y.Li et.al. CVPR '18) to output a
crowd density map corresponding to an input image,
and hence deduce the count from the density map.
- The model was then deployed on an Android platform
using quantized version of model (TFLite).
- Technologies Used: Tensorflow, Keras, Android, Firebase
2. SKILLS
Deep Learning: Computer Vision, thorough
understanding of standard deep learning
architectures.
Deep Learning frameworks: tensorflow, keras,
pytorch, fastai
Machine Learning: Supervised and unsupervised
algorithms on text data using python libraries
Programming: Java, Kotlin, Python, C++, Swift
Front end development: HTML, CSS, Javascript
Backend development: Angular, Spring-boot,
Flask
Database: MongoDB, Mysql, Hibernate(basic)
Miscellaneous: Android, Firebase, Docker
- Able to deploy machine learning models on
Android, web and edge devices using tensorflow
ecosystem..
- Design and deploy Microservices using Docker
and Kubernetes
RELEVANT COURSES AND CERTIFICATIONS
Linear Algebra - MIT OpenCourseWare
Course Number: 18.06
CS20 -Tensorflow for Deep Learning
Research
Stanford University
Machine Learning - Stanford
University
Coursera
Grade achieved: 95.7%
Convolutional Neural Networks -
deeplearning.ai
Coursera
Grade achieved: 98.4%
Google Cloud Training -
Qwiklabs
1. GCP Essentials
2. Baseline: Data, ML, AI
3. OK Google: Build Interactive Apps with
Google Assistant
RELEVANT COURSES AND CERTIFICATIONS
CS231 - Stanford University
Assignment solutions - [source]
Practical Deep Learning for Coders: part-1
Fast.ai
ACHIEVEMENTS
Winner: MindSpark Hackathon 3.0:
College of Engineering, Pune
- Part of 4 member team who stood first amongst
52 participant teams at Mindspark Hackathon, the
biggest technical event in Pune.
Winner: Software Development - Credenz’18:
PICT IEEE Student Branch, Pune
- Winner of senior category in software
development at Credenz, organized by PICT IEEE
Student Branch(R10) for the headcount
monitoring system.
Software Development - Credenz’17:
PICT IEEE Student Branch, Pune
- Winner of junior category in software
development at Credenz, organized by PICT IEEE
Student Branch(R10) for the project ‘FrameIT’.
CodeTrix - Avishkar 2016:
Government College of Engineering, Karad
- Winner of coding competition organized by
Government College of Engineering, Karad.
Best Outgoing Student: (2017 batch)
Government Polytechnic, Kolhapur
- Recognised as ‘Best Outgoing Student’ of IT
Department from Government Polytechnic,
Kolhapur
EXTRA CURRICULAR ACTIVITIES
Speaker at Punecommunity.AnitaB.org
- Delivered a session on ‘Exploring the World of
Android Apps’.