The document discusses various computer vision and deep learning models including Gaussian mixture models (GMM), UNet, Mask RCNN, and generative models. GMM is described as a way to cluster pixels into superpixels. UNet is a neural network architecture used for image segmentation that uses a convolutional encoder-decoder structure. Mask RCNN is presented as an extension of Faster RCNN that adds a branch for predicting segmentation masks in parallel with bounding boxes. Generative models like PixelRNN are discussed as a way to model pixel values conditioned on previous pixels.
This document outlines a project exploring methods for virtual clothing try-on systems. It discusses using U-Net and Mask R-CNN for cloth parsing, as well as a VITON model for virtual try-on. The goals were to survey existing technologies, perform cloth parsing, understand current systems, and estimate human sizes. Work included implementing U-Net and Mask R-CNN, as well as proposing a size predictor and CGAN-based color changer. Issues included lack of understanding of complex models, poor multi-class segmentation, and no size dataset. Future work focuses on improving models, adding cloth wrapping, collecting data, and optimizing for mobile/AR.
1. The document summarizes a student project that aims to create a virtual try-on application using augmented reality. It surveys existing methods for tasks like clothing segmentation, human pose estimation, and virtual try-on that could be used to build the application.
2. It discusses approaches the students investigated like using depth cameras for measurements, non-depth based methods using computer vision, parsing clothes and humans, and existing work on 2D virtual try-on.
3. The students implemented initial modules for their pipeline including a U-Net for clothing segmentation trained on images and masks from the Viton dataset.
Nivedit Jain and Eashan Jindal present their project μZik, a multi-threaded music streaming application that allows multiple users to collaboratively create and listen to playlists. It uses TCP/IP for two-way transmission between a server and multiple client devices, allowing for error detection and correction. The application incorporates artificial intelligence to make personalized playlist recommendations based on a user's past music choices and other attributes.
The document discusses the bucket sort algorithm. Bucket sort works by distributing elements into buckets based on their range and then sorting the elements within each bucket. It has average case time complexity of O(n) when the number of buckets k is Θ(n). The document provides pseudocode for bucket sort and analyzes its worst case and average case time complexities. It also discusses potential improvements like using a more efficient sorting algorithm within each bucket.
This project report summarizes research on using deep learning methods for super resolution of document images to improve optical character recognition (OCR) accuracy. Two approaches are studied: SRCNN and incorporating OCR accuracy into the loss function. Experiments include modifying the dataset to focus on text regions and varying the SRCNN architecture. Results show the 2-layer SRCNN trained on the modified dataset achieves the best OCR accuracy, exceeding the ground truth in some cases.
The document discusses various computer vision and deep learning models including Gaussian mixture models (GMM), UNet, Mask RCNN, and generative models. GMM is described as a way to cluster pixels into superpixels. UNet is a neural network architecture used for image segmentation that uses a convolutional encoder-decoder structure. Mask RCNN is presented as an extension of Faster RCNN that adds a branch for predicting segmentation masks in parallel with bounding boxes. Generative models like PixelRNN are discussed as a way to model pixel values conditioned on previous pixels.
This document outlines a project exploring methods for virtual clothing try-on systems. It discusses using U-Net and Mask R-CNN for cloth parsing, as well as a VITON model for virtual try-on. The goals were to survey existing technologies, perform cloth parsing, understand current systems, and estimate human sizes. Work included implementing U-Net and Mask R-CNN, as well as proposing a size predictor and CGAN-based color changer. Issues included lack of understanding of complex models, poor multi-class segmentation, and no size dataset. Future work focuses on improving models, adding cloth wrapping, collecting data, and optimizing for mobile/AR.
1. The document summarizes a student project that aims to create a virtual try-on application using augmented reality. It surveys existing methods for tasks like clothing segmentation, human pose estimation, and virtual try-on that could be used to build the application.
2. It discusses approaches the students investigated like using depth cameras for measurements, non-depth based methods using computer vision, parsing clothes and humans, and existing work on 2D virtual try-on.
3. The students implemented initial modules for their pipeline including a U-Net for clothing segmentation trained on images and masks from the Viton dataset.
Nivedit Jain and Eashan Jindal present their project μZik, a multi-threaded music streaming application that allows multiple users to collaboratively create and listen to playlists. It uses TCP/IP for two-way transmission between a server and multiple client devices, allowing for error detection and correction. The application incorporates artificial intelligence to make personalized playlist recommendations based on a user's past music choices and other attributes.
The document discusses the bucket sort algorithm. Bucket sort works by distributing elements into buckets based on their range and then sorting the elements within each bucket. It has average case time complexity of O(n) when the number of buckets k is Θ(n). The document provides pseudocode for bucket sort and analyzes its worst case and average case time complexities. It also discusses potential improvements like using a more efficient sorting algorithm within each bucket.
This project report summarizes research on using deep learning methods for super resolution of document images to improve optical character recognition (OCR) accuracy. Two approaches are studied: SRCNN and incorporating OCR accuracy into the loss function. Experiments include modifying the dataset to focus on text regions and varying the SRCNN architecture. Results show the 2-layer SRCNN trained on the modified dataset achieves the best OCR accuracy, exceeding the ground truth in some cases.
XP practices can be categorized into alphas (essential practices), activities, work products, patterns, and competencies. The main alphas are release planning, iteration planning, and iteration. Release planning involves defining requirements with the customer. Iteration planning defines work for the next 2 weeks. Iterations involve designing, implementing, testing, and releasing features. Key activities include requirements capture, analysis, pair programming, testing, small releases, and design improvement. Work products include release plans, tests, code, and releases. Patterns like metaphor, whole team, and coding standards guide the work. A key competency is maintaining a sustainable pace.
This document summarizes a lecture on context free languages and grammars. It includes:
- Definitions of context free grammars and languages. A context free grammar is defined as a 4-tuple (V, Σ, R, S) where V is variables, Σ is terminals, R is rules, and S is the start variable.
- Examples of context free grammars that generate specific languages. Grammars are provided to generate languages of even length palindromes, strings with a^i b^j where i,j > 0, and strings with a^i b^2i.
- Discussion of ambiguity in grammars and languages. A grammar is ambiguous if it can derive
These slides were submitted by Muskan Bathla, Nivedit Jain and Sanskar Mani (all sophomore undergrad in Computer Science and Engineering) as a part of lecture scribing for Theory of Computation Course at Indian Institute of Technology Jodhpur, under the guidance of Dr. Anand Mishra, IIT Jodhpur
Maximum weighted edge biclique problem on bipartite graphsniveditJain
The document summarizes work on the maximum weighted edge biclique (MWEB) problem on bipartite graphs. It begins with definitions of bicliques and the MWEB problem. It then discusses applications in molecular biology and provides examples to illustrate the problem. The document outlines the authors' work which shows the problem is NP-complete for complete bipartite graphs and can be solved in polynomial time for bipartite permutation and chain graphs. It reviews related literature and discusses hardness results. Finally, it provides an algorithm to find the maximum biclique in a bipartite permutation graph with non-negative edge weights.
CarMeet is an application that connects passengers traveling on the same route so they can carpool together, reducing costs for riders and providing a revenue source for drivers. It uses algorithms to match people based on their locations and compatibility. CarMeet has the potential to significantly reduce traffic and emissions by decreasing the number of vehicles on the road. The founders aim to eventually have over 100 million users within five years by targeting daily commuters, college students, and office workers. Their revenue model involves a prepaid balance that users spend on each ride.
The document defines key entrepreneurship concepts including minimum viable product (MVP), value proposition, elevator pitch, user acquisition strategy and cost, business model, accelerators, incubators, equity, stake, valuation, scalability, and discusses whether the startup idea is most important. It provides guidance on developing an MVP, value proposition, pitch, acquisition strategy, and business model to attract investors and users.
Gender and Mental Health - Counselling and Family Therapy Applications and In...PsychoTech Services
A proprietary approach developed by bringing together the best of learning theories from Psychology, design principles from the world of visualization, and pedagogical methods from over a decade of training experience, that enables you to: Learn better, faster!
How to Setup Warehouse & Location in Odoo 17 InventoryCeline George
In this slide, we'll explore how to set up warehouses and locations in Odoo 17 Inventory. This will help us manage our stock effectively, track inventory levels, and streamline warehouse operations.
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...PECB
Denis is a dynamic and results-driven Chief Information Officer (CIO) with a distinguished career spanning information systems analysis and technical project management. With a proven track record of spearheading the design and delivery of cutting-edge Information Management solutions, he has consistently elevated business operations, streamlined reporting functions, and maximized process efficiency.
Certified as an ISO/IEC 27001: Information Security Management Systems (ISMS) Lead Implementer, Data Protection Officer, and Cyber Risks Analyst, Denis brings a heightened focus on data security, privacy, and cyber resilience to every endeavor.
His expertise extends across a diverse spectrum of reporting, database, and web development applications, underpinned by an exceptional grasp of data storage and virtualization technologies. His proficiency in application testing, database administration, and data cleansing ensures seamless execution of complex projects.
What sets Denis apart is his comprehensive understanding of Business and Systems Analysis technologies, honed through involvement in all phases of the Software Development Lifecycle (SDLC). From meticulous requirements gathering to precise analysis, innovative design, rigorous development, thorough testing, and successful implementation, he has consistently delivered exceptional results.
Throughout his career, he has taken on multifaceted roles, from leading technical project management teams to owning solutions that drive operational excellence. His conscientious and proactive approach is unwavering, whether he is working independently or collaboratively within a team. His ability to connect with colleagues on a personal level underscores his commitment to fostering a harmonious and productive workplace environment.
Date: May 29, 2024
Tags: Information Security, ISO/IEC 27001, ISO/IEC 42001, Artificial Intelligence, GDPR
-------------------------------------------------------------------------------
Find out more about ISO training and certification services
Training: ISO/IEC 27001 Information Security Management System - EN | PECB
ISO/IEC 42001 Artificial Intelligence Management System - EN | PECB
General Data Protection Regulation (GDPR) - Training Courses - EN | PECB
Webinars: https://pecb.com/webinars
Article: https://pecb.com/article
-------------------------------------------------------------------------------
For more information about PECB:
Website: https://pecb.com/
LinkedIn: https://www.linkedin.com/company/pecb/
Facebook: https://www.facebook.com/PECBInternational/
Slideshare: http://www.slideshare.net/PECBCERTIFICATION
Main Java[All of the Base Concepts}.docxadhitya5119
This is part 1 of my Java Learning Journey. This Contains Custom methods, classes, constructors, packages, multithreading , try- catch block, finally block and more.
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumMJDuyan
(𝐓𝐋𝐄 𝟏𝟎𝟎) (𝐋𝐞𝐬𝐬𝐨𝐧 𝟏)-𝐏𝐫𝐞𝐥𝐢𝐦𝐬
𝐃𝐢𝐬𝐜𝐮𝐬𝐬 𝐭𝐡𝐞 𝐄𝐏𝐏 𝐂𝐮𝐫𝐫𝐢𝐜𝐮𝐥𝐮𝐦 𝐢𝐧 𝐭𝐡𝐞 𝐏𝐡𝐢𝐥𝐢𝐩𝐩𝐢𝐧𝐞𝐬:
- Understand the goals and objectives of the Edukasyong Pantahanan at Pangkabuhayan (EPP) curriculum, recognizing its importance in fostering practical life skills and values among students. Students will also be able to identify the key components and subjects covered, such as agriculture, home economics, industrial arts, and information and communication technology.
𝐄𝐱𝐩𝐥𝐚𝐢𝐧 𝐭𝐡𝐞 𝐍𝐚𝐭𝐮𝐫𝐞 𝐚𝐧𝐝 𝐒𝐜𝐨𝐩𝐞 𝐨𝐟 𝐚𝐧 𝐄𝐧𝐭𝐫𝐞𝐩𝐫𝐞𝐧𝐞𝐮𝐫:
-Define entrepreneurship, distinguishing it from general business activities by emphasizing its focus on innovation, risk-taking, and value creation. Students will describe the characteristics and traits of successful entrepreneurs, including their roles and responsibilities, and discuss the broader economic and social impacts of entrepreneurial activities on both local and global scales.
XP practices can be categorized into alphas (essential practices), activities, work products, patterns, and competencies. The main alphas are release planning, iteration planning, and iteration. Release planning involves defining requirements with the customer. Iteration planning defines work for the next 2 weeks. Iterations involve designing, implementing, testing, and releasing features. Key activities include requirements capture, analysis, pair programming, testing, small releases, and design improvement. Work products include release plans, tests, code, and releases. Patterns like metaphor, whole team, and coding standards guide the work. A key competency is maintaining a sustainable pace.
This document summarizes a lecture on context free languages and grammars. It includes:
- Definitions of context free grammars and languages. A context free grammar is defined as a 4-tuple (V, Σ, R, S) where V is variables, Σ is terminals, R is rules, and S is the start variable.
- Examples of context free grammars that generate specific languages. Grammars are provided to generate languages of even length palindromes, strings with a^i b^j where i,j > 0, and strings with a^i b^2i.
- Discussion of ambiguity in grammars and languages. A grammar is ambiguous if it can derive
These slides were submitted by Muskan Bathla, Nivedit Jain and Sanskar Mani (all sophomore undergrad in Computer Science and Engineering) as a part of lecture scribing for Theory of Computation Course at Indian Institute of Technology Jodhpur, under the guidance of Dr. Anand Mishra, IIT Jodhpur
Maximum weighted edge biclique problem on bipartite graphsniveditJain
The document summarizes work on the maximum weighted edge biclique (MWEB) problem on bipartite graphs. It begins with definitions of bicliques and the MWEB problem. It then discusses applications in molecular biology and provides examples to illustrate the problem. The document outlines the authors' work which shows the problem is NP-complete for complete bipartite graphs and can be solved in polynomial time for bipartite permutation and chain graphs. It reviews related literature and discusses hardness results. Finally, it provides an algorithm to find the maximum biclique in a bipartite permutation graph with non-negative edge weights.
CarMeet is an application that connects passengers traveling on the same route so they can carpool together, reducing costs for riders and providing a revenue source for drivers. It uses algorithms to match people based on their locations and compatibility. CarMeet has the potential to significantly reduce traffic and emissions by decreasing the number of vehicles on the road. The founders aim to eventually have over 100 million users within five years by targeting daily commuters, college students, and office workers. Their revenue model involves a prepaid balance that users spend on each ride.
The document defines key entrepreneurship concepts including minimum viable product (MVP), value proposition, elevator pitch, user acquisition strategy and cost, business model, accelerators, incubators, equity, stake, valuation, scalability, and discusses whether the startup idea is most important. It provides guidance on developing an MVP, value proposition, pitch, acquisition strategy, and business model to attract investors and users.
Gender and Mental Health - Counselling and Family Therapy Applications and In...PsychoTech Services
A proprietary approach developed by bringing together the best of learning theories from Psychology, design principles from the world of visualization, and pedagogical methods from over a decade of training experience, that enables you to: Learn better, faster!
How to Setup Warehouse & Location in Odoo 17 InventoryCeline George
In this slide, we'll explore how to set up warehouses and locations in Odoo 17 Inventory. This will help us manage our stock effectively, track inventory levels, and streamline warehouse operations.
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...PECB
Denis is a dynamic and results-driven Chief Information Officer (CIO) with a distinguished career spanning information systems analysis and technical project management. With a proven track record of spearheading the design and delivery of cutting-edge Information Management solutions, he has consistently elevated business operations, streamlined reporting functions, and maximized process efficiency.
Certified as an ISO/IEC 27001: Information Security Management Systems (ISMS) Lead Implementer, Data Protection Officer, and Cyber Risks Analyst, Denis brings a heightened focus on data security, privacy, and cyber resilience to every endeavor.
His expertise extends across a diverse spectrum of reporting, database, and web development applications, underpinned by an exceptional grasp of data storage and virtualization technologies. His proficiency in application testing, database administration, and data cleansing ensures seamless execution of complex projects.
What sets Denis apart is his comprehensive understanding of Business and Systems Analysis technologies, honed through involvement in all phases of the Software Development Lifecycle (SDLC). From meticulous requirements gathering to precise analysis, innovative design, rigorous development, thorough testing, and successful implementation, he has consistently delivered exceptional results.
Throughout his career, he has taken on multifaceted roles, from leading technical project management teams to owning solutions that drive operational excellence. His conscientious and proactive approach is unwavering, whether he is working independently or collaboratively within a team. His ability to connect with colleagues on a personal level underscores his commitment to fostering a harmonious and productive workplace environment.
Date: May 29, 2024
Tags: Information Security, ISO/IEC 27001, ISO/IEC 42001, Artificial Intelligence, GDPR
-------------------------------------------------------------------------------
Find out more about ISO training and certification services
Training: ISO/IEC 27001 Information Security Management System - EN | PECB
ISO/IEC 42001 Artificial Intelligence Management System - EN | PECB
General Data Protection Regulation (GDPR) - Training Courses - EN | PECB
Webinars: https://pecb.com/webinars
Article: https://pecb.com/article
-------------------------------------------------------------------------------
For more information about PECB:
Website: https://pecb.com/
LinkedIn: https://www.linkedin.com/company/pecb/
Facebook: https://www.facebook.com/PECBInternational/
Slideshare: http://www.slideshare.net/PECBCERTIFICATION
Main Java[All of the Base Concepts}.docxadhitya5119
This is part 1 of my Java Learning Journey. This Contains Custom methods, classes, constructors, packages, multithreading , try- catch block, finally block and more.
Philippine Edukasyong Pantahanan at Pangkabuhayan (EPP) CurriculumMJDuyan
(𝐓𝐋𝐄 𝟏𝟎𝟎) (𝐋𝐞𝐬𝐬𝐨𝐧 𝟏)-𝐏𝐫𝐞𝐥𝐢𝐦𝐬
𝐃𝐢𝐬𝐜𝐮𝐬𝐬 𝐭𝐡𝐞 𝐄𝐏𝐏 𝐂𝐮𝐫𝐫𝐢𝐜𝐮𝐥𝐮𝐦 𝐢𝐧 𝐭𝐡𝐞 𝐏𝐡𝐢𝐥𝐢𝐩𝐩𝐢𝐧𝐞𝐬:
- Understand the goals and objectives of the Edukasyong Pantahanan at Pangkabuhayan (EPP) curriculum, recognizing its importance in fostering practical life skills and values among students. Students will also be able to identify the key components and subjects covered, such as agriculture, home economics, industrial arts, and information and communication technology.
𝐄𝐱𝐩𝐥𝐚𝐢𝐧 𝐭𝐡𝐞 𝐍𝐚𝐭𝐮𝐫𝐞 𝐚𝐧𝐝 𝐒𝐜𝐨𝐩𝐞 𝐨𝐟 𝐚𝐧 𝐄𝐧𝐭𝐫𝐞𝐩𝐫𝐞𝐧𝐞𝐮𝐫:
-Define entrepreneurship, distinguishing it from general business activities by emphasizing its focus on innovation, risk-taking, and value creation. Students will describe the characteristics and traits of successful entrepreneurs, including their roles and responsibilities, and discuss the broader economic and social impacts of entrepreneurial activities on both local and global scales.
Strategies for Effective Upskilling is a presentation by Chinwendu Peace in a Your Skill Boost Masterclass organisation by the Excellence Foundation for South Sudan on 08th and 09th June 2024 from 1 PM to 3 PM on each day.
This document provides an overview of wound healing, its functions, stages, mechanisms, factors affecting it, and complications.
A wound is a break in the integrity of the skin or tissues, which may be associated with disruption of the structure and function.
Healing is the body’s response to injury in an attempt to restore normal structure and functions.
Healing can occur in two ways: Regeneration and Repair
There are 4 phases of wound healing: hemostasis, inflammation, proliferation, and remodeling. This document also describes the mechanism of wound healing. Factors that affect healing include infection, uncontrolled diabetes, poor nutrition, age, anemia, the presence of foreign bodies, etc.
Complications of wound healing like infection, hyperpigmentation of scar, contractures, and keloid formation.
Temple of Asclepius in Thrace. Excavation resultsKrassimira Luka
The temple and the sanctuary around were dedicated to Asklepios Zmidrenus. This name has been known since 1875 when an inscription dedicated to him was discovered in Rome. The inscription is dated in 227 AD and was left by soldiers originating from the city of Philippopolis (modern Plovdiv).
2. Word Games
Pictionary, Anagrams, Rebuses, Taboo
Debates
Parliamentary, Individual Debates, Group
Discussions
Jamming
Brutal test of wits and words. Speak for the
longest without being interrupted and you
win.
Tell a Tale
Weave a tale out of your imagination and
see it come to life.
Write offs
Show off your article writing skills in front
of everyone.
05
01
02 03
04
Activities
3. Literature Club has been successfully
representing the institute for a long time at
the Inter IIT Cultural Meet.
Current Medal tally is at
● 4 Gold
● 1 Silver
● 2 Bronze
Achievements
5. Rules
● Each picture has some hidden phrase or
word. You have to decode it.
● Raise your hand if you know the answer.
● Shouting answers before asking
disqualifies you.
● Win chocolates for correct answers.
● First will be a demo question.
Game Time!
Rebuses
17. Rules:
● Rearrange letters to get new
word or a phrase
● All letters to be used
● Raise your hand if you know
the answer.
● Shouting answers before
asking disqualifies you.
● Win chocolates for correct
answers.
Challenge Continues!
Anagrams
25. The Ecumene
Debaters, IIT Jodhpur
The Kick-ass persona of Debater with the
language of a sailor.
All you need:
1. A Mind
2. An Open mind
3. An open thinking mind
4. Other unimportant stuff