Fabric finishes alter the properties of fabrics. Physical finishes like brushing use rollers to change the fabric surface. Chemical finishes include bleaching to remove color, flame proofing to slow burning, and waterproofing using silicones. New finishes produce fabrics resistant to fire, abrasion, and chemicals. Understanding fabric finishes allows for new uses of fabrics.
This document discusses natural fibers that can be used for textiles and other industrial purposes. It begins by defining fibers and natural fibers. The main types discussed include plant-based cellulosic fibers like cotton, flax, jute, and hemp as well as animal-based protein fibers like silk and wool. For each fiber, it describes the biological source, preparation process, chemical constituents, and common uses. It also briefly covers other fibers including viscose rayon, asbestos, and glass wool.
The document discusses fibres, including their definition, classification, and key types. Fibres are hair-like materials that can be obtained from animal, vegetable, or mineral sources and made into nonwoven fabrics. They are classified based on their source as natural fibres including vegetable, animal and mineral fibres, or as man-made fibres such as regenerated fibres and synthetic fibres. The document focuses on cotton and rayon/viscose as examples of important natural and regenerated fibres respectively.
This document provides information on various plant fibers including cotton, hemp, and jute. It describes the biological sources, geographical sources, preparation methods, microscopic and chemical properties of each fiber. Cotton fibers come from cotton plants and are processed to remove impurities before being bleached and sterilized. Hemp fibers come from cannabis plants and are used to make rope, canvas and paper. Jute fibers come from jute plants and are prepared through a retting process to separate fibers from the stem.
The document discusses different types of plant fibers including cotton, hemp, and jute. It provides details on their biological sources, preparation methods, microscopic and chemical properties, and uses. Cotton fibers come from cotton plants and are processed to remove impurities. Hemp fibers are obtained from cannabis plants through retting and separation from woody portions. Jute fibers come from jute plants and the stems undergo retting and processing to release fibers which are then used to make sacks and cloth.
The document discusses different types of plant fibers including cotton, hemp, and jute. It describes their biological sources, preparation methods, microscopic and chemical characteristics. Cotton fibers come from cotton plants and are purified to remove impurities. Hemp fibers are obtained from cannabis plants and are used for rope, canvas and paper. Jute fibers come from the stems of Corchorus plants and are used to make cloth and coarse bags after harvesting, retting and extraction processes.
Pharmacognosy Chapter no 6 Diploma In Pharmacy.pdfSumit Tiwari
This document discusses different types of plant fibers that can be used as surgical dressings. It describes the characteristics of various fibers including cotton, silk, wool, and regenerated fibers. Cotton fibers are obtained from the seeds of cotton plants and are soft, fluffy and staple. Silk fibers are obtained from silkworm cocoons and are very fine, solid and smooth. Wool fibers come from sheep and are curly, elastic and hygroscopic. Regenerated fibers like rayon are made by dissolving and reconstituting cellulose. These fibers are used to make surgical dressings, bandages and as filtering mediums due to their absorbent properties.
This document discusses beetling and stiffening processes for linen and other fabrics. Beetling involves hammering linen with wooden blocks to flatten yarns and produce a smooth sheen. Stiffening involves applying polymeric coatings like starches, gums, or synthetic resins to fabrics to make them rigid. Natural agents for stiffening include starches, gums, and dextrins, while synthetic options are methyl cellulose, polyvinyl acetate, acrylates, and polystyrene. The document explains the methods and advantages of various stiffening techniques.
Fabric finishes alter the properties of fabrics. Physical finishes like brushing use rollers to change the fabric surface. Chemical finishes include bleaching to remove color, flame proofing to slow burning, and waterproofing using silicones. New finishes produce fabrics resistant to fire, abrasion, and chemicals. Understanding fabric finishes allows for new uses of fabrics.
This document discusses natural fibers that can be used for textiles and other industrial purposes. It begins by defining fibers and natural fibers. The main types discussed include plant-based cellulosic fibers like cotton, flax, jute, and hemp as well as animal-based protein fibers like silk and wool. For each fiber, it describes the biological source, preparation process, chemical constituents, and common uses. It also briefly covers other fibers including viscose rayon, asbestos, and glass wool.
The document discusses fibres, including their definition, classification, and key types. Fibres are hair-like materials that can be obtained from animal, vegetable, or mineral sources and made into nonwoven fabrics. They are classified based on their source as natural fibres including vegetable, animal and mineral fibres, or as man-made fibres such as regenerated fibres and synthetic fibres. The document focuses on cotton and rayon/viscose as examples of important natural and regenerated fibres respectively.
This document provides information on various plant fibers including cotton, hemp, and jute. It describes the biological sources, geographical sources, preparation methods, microscopic and chemical properties of each fiber. Cotton fibers come from cotton plants and are processed to remove impurities before being bleached and sterilized. Hemp fibers come from cannabis plants and are used to make rope, canvas and paper. Jute fibers come from jute plants and are prepared through a retting process to separate fibers from the stem.
The document discusses different types of plant fibers including cotton, hemp, and jute. It provides details on their biological sources, preparation methods, microscopic and chemical properties, and uses. Cotton fibers come from cotton plants and are processed to remove impurities. Hemp fibers are obtained from cannabis plants through retting and separation from woody portions. Jute fibers come from jute plants and the stems undergo retting and processing to release fibers which are then used to make sacks and cloth.
The document discusses different types of plant fibers including cotton, hemp, and jute. It describes their biological sources, preparation methods, microscopic and chemical characteristics. Cotton fibers come from cotton plants and are purified to remove impurities. Hemp fibers are obtained from cannabis plants and are used for rope, canvas and paper. Jute fibers come from the stems of Corchorus plants and are used to make cloth and coarse bags after harvesting, retting and extraction processes.
Pharmacognosy Chapter no 6 Diploma In Pharmacy.pdfSumit Tiwari
This document discusses different types of plant fibers that can be used as surgical dressings. It describes the characteristics of various fibers including cotton, silk, wool, and regenerated fibers. Cotton fibers are obtained from the seeds of cotton plants and are soft, fluffy and staple. Silk fibers are obtained from silkworm cocoons and are very fine, solid and smooth. Wool fibers come from sheep and are curly, elastic and hygroscopic. Regenerated fibers like rayon are made by dissolving and reconstituting cellulose. These fibers are used to make surgical dressings, bandages and as filtering mediums due to their absorbent properties.
This document discusses beetling and stiffening processes for linen and other fabrics. Beetling involves hammering linen with wooden blocks to flatten yarns and produce a smooth sheen. Stiffening involves applying polymeric coatings like starches, gums, or synthetic resins to fabrics to make them rigid. Natural agents for stiffening include starches, gums, and dextrins, while synthetic options are methyl cellulose, polyvinyl acetate, acrylates, and polystyrene. The document explains the methods and advantages of various stiffening techniques.
This document provides information on different types of textile fibers. It discusses natural fibers such as vegetable fibers like cotton, linen, jute; animal fibers like wool, silk; and mineral fibers like asbestos. It also discusses various man-made fibers including regenerated fibers like viscose rayon and acetate, and synthetic fibers like nylon, polyester, acrylic, rubber, and inorganic fibers like glass and graphite. The document covers the composition, properties and production methods of these various natural and man-made fibers.
The document discusses different types of textile fibers, including their properties and production methods. It covers natural fibers like cotton, jute, silk and wool as well as man-made fibers including rayon, nylon, polyester. For natural fibers it discusses the plant or animal source and composition. For man-made fibers it explains the production processes of viscose, acetate, acrylic and other synthetic fibers. The document also covers specialty fibers like microfibers, aramid fibers, glass fibers and metallic fibers.
this presentation will give the basic information about the fibers & yarns that ultimately makes fabrics for this industry. It is helpful for beginners as well as established design professional by giving them exact nature of fabrics they are working over or is going to start a new level by different fabrics.
The document discusses processing corn husk fibre for textile usage, including extraction, spinning, and weaving. Corn husk fibre is extracted through treatment with sodium hydroxide and bleached using hydrogen peroxide. The fibres are then spun individually or blended with other natural fibres like cotton. Weaving produces a fabric from the yarn. The fabric is softer and more suitable for textiles when blended with other fibres to improve strength. The research aims to develop sustainable textile materials from an agricultural waste product.
Textile processing of many textile materialROHIT SINGH
This document discusses various natural and added impurities found in textile fibers like cotton, wool, and silk. It provides details about the typical composition and structure of cotton fibers. The natural impurities in different fibers are described along with the processes to remove them. These include scouring wool to remove grease and degumming silk to remove gum. Singeing is introduced as a process to burn off protruding fibers from fabric. The importance of pretreatment processes like desizing, scouring, bleaching before dyeing or printing is also mentioned. Control parameters for effective singeing are listed.
The document discusses linen, including what it is made from, different types of weaves, and criteria for selecting linen. It also discusses establishing par levels for linens in hotels. When establishing par levels, the executive housekeeper needs to consider the laundry cycle, replacement of damaged linens, and emergency stock. A total of five par levels of linens should be maintained through regular inventory counts to ensure adequate stock levels.
Cereal and Legume Technology lecture slides3.pdfPeterJofilisi
The document describes the composition and structure of rice grains. It states that rice grains consist of an outer hull and inner endosperm. The endosperm makes up 90-91% of the grain and is composed mainly of starch. It also discusses rice classification based on grain size and shape. Further, it provides details on cereal storage, including ideal moisture contents and facilities for long-term storage.
Presentation about various cellulose those are uncommon in fabric industryssuser0c3bec
This document provides information about uncommon natural cellulosic fibers, including banana fiber, sisal, kapok, and their sources, geographical distribution, extraction methods, properties, and end uses. It discusses how banana fiber is obtained from banana plant pseudo-stems and extracted through manual or machine stripping. Sisal fiber is obtained from agave plants and extracted via harvesting, stripping, washing, drying, brushing and baling. Kapok fiber comes from bombax trees and its extraction involves harvesting pods, removing hulls and seeds, and drying the fiber.
The document discusses shearing and singeing processes. Shearing is used to cut fibers or loops from fabric surfaces to smooth and clean the fabric. Singeing removes loose fibers by controlled burning. It summarizes different shearing and singeing methods and machines. It also discusses sizing, which coats warp yarns to prevent breakage during weaving, and desizing to remove sizing for dyeing. Desizing methods include hydrolysis using acids or enzymes and oxidative degradation. Factors that impact desizing efficiency are also outlined.
Technological advancement of linen fabricGufran Abidi
Linen is a cellulosic fiber derived from the flax plant. The document discusses the various tools, equipment, and techniques used to process linen into fabric. It details the flax harvesting and retting processes, as well as the use of machines like scutching swords and heckling combs to separate fibers. Dyeing, weaving, printing, and embroidering are techniques applied to linen fabric. New technologies like ultrasonic wet processing and digital printing are also discussed for improving the quality and efficiency of linen production.
This document provides information about different types of fibers and fiber crafts. It begins by classifying fibers into natural and man-made categories. Natural fibers are further divided into vegetable, animal, mineral and other types. Important natural fibers discussed include cotton, flax, jute, hemp and coir. Man-made fibers are categorized into regenerated and synthetic fibers. The document also describes several types of fiber crafts including macramé, rug hooking, spinning, weaving and lace making. Each craft is defined and its historical origins or production process is briefly explained.
This document discusses three natural polymers: silk, cotton, and wool. Silk is a protein produced by silkworms and spiders that is spun into fibers with remarkable strength. Cotton consists of nearly pure cellulose and grows as a soft fiber around cotton plant seeds; it is widely used to make breathable textiles. Wool is the fiber from animal fur, mainly sheep, and contains the protein keratin. It has crimped fibers that retain heat and bulk. All three natural polymers are processed and have various properties making them useful textile materials.
Cotton is a soft, fluffy staple fiber that grows in a boll, or protective case, around the seeds of the cotton plants of the genus Gossypium in the mallow family Malvaceae. The fiber is almost pure cellulose. Under natural conditions, the cotton bolls will increase the dispersal of the seeds.
This document provides information on plant fibers including cotton, hemp, and jute. It describes the biological source, preparation, microscopic and chemical characteristics of each fiber. The key uses of each fiber are also mentioned, with cotton being used as a filtering and surgical dressing material, hemp for rope and canvas, and jute primarily for packaging in bags and sacks.
This is fundamental description , processing of fiber to fabric and their types. types of fiber, spinning process, techniques of fabric making ,
cover basic natural fibers and fabric ,
This document provides information on different types of fibres, including their classification, characteristics, and analysis. It discusses natural fibres like silk, wool, cotton, flax, and hemp as well as man-made fibres such as polyamide, polyester, and regenerated fibres. Fibres are classified based on their origin as either natural or man-made, and further divided into categories like animal, vegetable, mineral, synthetic, and regenerated. The properties of different fibres depend on their chemical composition and molecular structure. Fibre analysis involves examining characteristics like morphology, refractive index, and molecular orientation using microscopy techniques.
This document provides an overview of different types of fiber crafts. It begins by defining what a fiber is and classifying fibers into natural and man-made categories. Natural fibers are further divided into vegetable, animal, mineral and other types. Some notable natural fibers discussed include cotton, flax, jute, hemp and coir. The document then briefly describes several common fiber crafts including macramé, rug hooking, spinning, weaving and lace making. It concludes by thanking the reader for their time.
Wool is a natural fiber obtained from sheep and other animals like goats, alpacas, and camels. It provides warmth because wool fibers trap air. Australia is the largest producer of wool. The document discusses the production process of wool including shearing, cleaning, carding and spinning into yarn. It describes the properties of wool like absorbency, elasticity and wrinkle resistance. Various uses of wool are mentioned such as clothing, carpets, insulation and medical purposes. The future of wool is promising due to its sustainability and technical developments.
The document discusses the manufacturing process of textiles from fibers to yarns to fabrics. It covers natural fibers like silk, wool, cotton and linen as well as manufactured fibers such as rayon, nylon, acrylic and polyester. The characteristics, properties and uses of each fiber are described. Yarns can be spun or filament and characteristics like fineness, twist and texture affect properties. Fiber, yarn and fabric construction all contribute to a textile's appearance and performance.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
This document provides information on different types of textile fibers. It discusses natural fibers such as vegetable fibers like cotton, linen, jute; animal fibers like wool, silk; and mineral fibers like asbestos. It also discusses various man-made fibers including regenerated fibers like viscose rayon and acetate, and synthetic fibers like nylon, polyester, acrylic, rubber, and inorganic fibers like glass and graphite. The document covers the composition, properties and production methods of these various natural and man-made fibers.
The document discusses different types of textile fibers, including their properties and production methods. It covers natural fibers like cotton, jute, silk and wool as well as man-made fibers including rayon, nylon, polyester. For natural fibers it discusses the plant or animal source and composition. For man-made fibers it explains the production processes of viscose, acetate, acrylic and other synthetic fibers. The document also covers specialty fibers like microfibers, aramid fibers, glass fibers and metallic fibers.
this presentation will give the basic information about the fibers & yarns that ultimately makes fabrics for this industry. It is helpful for beginners as well as established design professional by giving them exact nature of fabrics they are working over or is going to start a new level by different fabrics.
The document discusses processing corn husk fibre for textile usage, including extraction, spinning, and weaving. Corn husk fibre is extracted through treatment with sodium hydroxide and bleached using hydrogen peroxide. The fibres are then spun individually or blended with other natural fibres like cotton. Weaving produces a fabric from the yarn. The fabric is softer and more suitable for textiles when blended with other fibres to improve strength. The research aims to develop sustainable textile materials from an agricultural waste product.
Textile processing of many textile materialROHIT SINGH
This document discusses various natural and added impurities found in textile fibers like cotton, wool, and silk. It provides details about the typical composition and structure of cotton fibers. The natural impurities in different fibers are described along with the processes to remove them. These include scouring wool to remove grease and degumming silk to remove gum. Singeing is introduced as a process to burn off protruding fibers from fabric. The importance of pretreatment processes like desizing, scouring, bleaching before dyeing or printing is also mentioned. Control parameters for effective singeing are listed.
The document discusses linen, including what it is made from, different types of weaves, and criteria for selecting linen. It also discusses establishing par levels for linens in hotels. When establishing par levels, the executive housekeeper needs to consider the laundry cycle, replacement of damaged linens, and emergency stock. A total of five par levels of linens should be maintained through regular inventory counts to ensure adequate stock levels.
Cereal and Legume Technology lecture slides3.pdfPeterJofilisi
The document describes the composition and structure of rice grains. It states that rice grains consist of an outer hull and inner endosperm. The endosperm makes up 90-91% of the grain and is composed mainly of starch. It also discusses rice classification based on grain size and shape. Further, it provides details on cereal storage, including ideal moisture contents and facilities for long-term storage.
Presentation about various cellulose those are uncommon in fabric industryssuser0c3bec
This document provides information about uncommon natural cellulosic fibers, including banana fiber, sisal, kapok, and their sources, geographical distribution, extraction methods, properties, and end uses. It discusses how banana fiber is obtained from banana plant pseudo-stems and extracted through manual or machine stripping. Sisal fiber is obtained from agave plants and extracted via harvesting, stripping, washing, drying, brushing and baling. Kapok fiber comes from bombax trees and its extraction involves harvesting pods, removing hulls and seeds, and drying the fiber.
The document discusses shearing and singeing processes. Shearing is used to cut fibers or loops from fabric surfaces to smooth and clean the fabric. Singeing removes loose fibers by controlled burning. It summarizes different shearing and singeing methods and machines. It also discusses sizing, which coats warp yarns to prevent breakage during weaving, and desizing to remove sizing for dyeing. Desizing methods include hydrolysis using acids or enzymes and oxidative degradation. Factors that impact desizing efficiency are also outlined.
Technological advancement of linen fabricGufran Abidi
Linen is a cellulosic fiber derived from the flax plant. The document discusses the various tools, equipment, and techniques used to process linen into fabric. It details the flax harvesting and retting processes, as well as the use of machines like scutching swords and heckling combs to separate fibers. Dyeing, weaving, printing, and embroidering are techniques applied to linen fabric. New technologies like ultrasonic wet processing and digital printing are also discussed for improving the quality and efficiency of linen production.
This document provides information about different types of fibers and fiber crafts. It begins by classifying fibers into natural and man-made categories. Natural fibers are further divided into vegetable, animal, mineral and other types. Important natural fibers discussed include cotton, flax, jute, hemp and coir. Man-made fibers are categorized into regenerated and synthetic fibers. The document also describes several types of fiber crafts including macramé, rug hooking, spinning, weaving and lace making. Each craft is defined and its historical origins or production process is briefly explained.
This document discusses three natural polymers: silk, cotton, and wool. Silk is a protein produced by silkworms and spiders that is spun into fibers with remarkable strength. Cotton consists of nearly pure cellulose and grows as a soft fiber around cotton plant seeds; it is widely used to make breathable textiles. Wool is the fiber from animal fur, mainly sheep, and contains the protein keratin. It has crimped fibers that retain heat and bulk. All three natural polymers are processed and have various properties making them useful textile materials.
Cotton is a soft, fluffy staple fiber that grows in a boll, or protective case, around the seeds of the cotton plants of the genus Gossypium in the mallow family Malvaceae. The fiber is almost pure cellulose. Under natural conditions, the cotton bolls will increase the dispersal of the seeds.
This document provides information on plant fibers including cotton, hemp, and jute. It describes the biological source, preparation, microscopic and chemical characteristics of each fiber. The key uses of each fiber are also mentioned, with cotton being used as a filtering and surgical dressing material, hemp for rope and canvas, and jute primarily for packaging in bags and sacks.
This is fundamental description , processing of fiber to fabric and their types. types of fiber, spinning process, techniques of fabric making ,
cover basic natural fibers and fabric ,
This document provides information on different types of fibres, including their classification, characteristics, and analysis. It discusses natural fibres like silk, wool, cotton, flax, and hemp as well as man-made fibres such as polyamide, polyester, and regenerated fibres. Fibres are classified based on their origin as either natural or man-made, and further divided into categories like animal, vegetable, mineral, synthetic, and regenerated. The properties of different fibres depend on their chemical composition and molecular structure. Fibre analysis involves examining characteristics like morphology, refractive index, and molecular orientation using microscopy techniques.
This document provides an overview of different types of fiber crafts. It begins by defining what a fiber is and classifying fibers into natural and man-made categories. Natural fibers are further divided into vegetable, animal, mineral and other types. Some notable natural fibers discussed include cotton, flax, jute, hemp and coir. The document then briefly describes several common fiber crafts including macramé, rug hooking, spinning, weaving and lace making. It concludes by thanking the reader for their time.
Wool is a natural fiber obtained from sheep and other animals like goats, alpacas, and camels. It provides warmth because wool fibers trap air. Australia is the largest producer of wool. The document discusses the production process of wool including shearing, cleaning, carding and spinning into yarn. It describes the properties of wool like absorbency, elasticity and wrinkle resistance. Various uses of wool are mentioned such as clothing, carpets, insulation and medical purposes. The future of wool is promising due to its sustainability and technical developments.
The document discusses the manufacturing process of textiles from fibers to yarns to fabrics. It covers natural fibers like silk, wool, cotton and linen as well as manufactured fibers such as rayon, nylon, acrylic and polyester. The characteristics, properties and uses of each fiber are described. Yarns can be spun or filament and characteristics like fineness, twist and texture affect properties. Fiber, yarn and fabric construction all contribute to a textile's appearance and performance.
Similar to Industrial Cotton-Processing and Handling.ppt (20)
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...shadow0702a
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
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Sinan from the Delivery Hero mobile infrastructure engineering team shares a deep dive into performance acceleration with Gradle build cache optimizations. Sinan shares their journey into solving complex build-cache problems that affect Gradle builds. By understanding the challenges and solutions found in our journey, we aim to demonstrate the possibilities for faster builds. The case study reveals how overlapping outputs and cache misconfigurations led to significant increases in build times, especially as the project scaled up with numerous modules using Paparazzi tests. The journey from diagnosing to defeating cache issues offers invaluable lessons on maintaining cache integrity without sacrificing functionality.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
UNLOCKING HEALTHCARE 4.0: NAVIGATING CRITICAL SUCCESS FACTORS FOR EFFECTIVE I...amsjournal
The Fourth Industrial Revolution is transforming industries, including healthcare, by integrating digital,
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Technologies like IoT, Big Data, AI, Machine Learning, and robotics enhance diagnostics, treatment
precision, and real-time monitoring, reducing errors and optimizing resource utilization. Automation
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Successful integration requires skilled professionals and supportive policies, promising efficient resource
use, lower error rates, and accelerated processes, leading to optimized global healthcare outcomes.
2. Cotton-“The fabric of our Lives”
• It is soft fibre that
grows around the
seed of the cotton
plant.
• Removal of the wax
and protein gives the
cotton its strength,
durability and
absorbency.
Kwame Nkrumah University of Science and
Technology
4. Diversity
• Annual, biennial or
perennial
• Herbaceous, short
shrub or small tree
• Primary axis, alternate
• Leaves have varying
texture, shape,
hairiness
• Showy cream, yellow,
red or purple flowers
axilary, terminal or
solitary with typically 5
petals
www.biologie.uni-hamburg.de
www.invasive.org
www.malvaceae.info
5. Four Independently Domesticated
Species!!
African-Asian diploids:
G. herbaceum
G. arboreum
New World tetraploids:
G. barbadense
G. hirsutum
• Annualized
• Longer, stronger fiber
• Higher yield, abundant
fiber
• Ease of harvest
• Time of maturity
• Day length neutral
• Disease resistance
• Glandless seed
http://www.classbrain.com
7. Harvesting
• Cotton is harvested with a
cotton picker or stripper.
• Picker: this removes the
cotton from the ball without
damaging the cotton.
• Stripper: this removes the
entire ball from the cotton
plant.
9. Linters
Short fibres of cotton.
• Mill run linters: these are the linters
produced when the cotton seeds are run
through the delinting machine once.
• First cut linters: consist of longer, more
resilient fibre and are used in a number of
non-woven products.
10. Linters
• Second cut linters: short fibers and are used
to produce high grade bond paper and is a
source of cellulose in the chemical industry
12. Uses of cotton
After the removal of the linters, the cotton
seed is used for the following:
• Cottonseed oil food
• Cotton seed meal for animal feed.
• Fertilizer and mulch for plants
13. Cotton Processing
• Ginning: separating of the cotton fibres
from the seeds.
• Raw cotton(bale): the compressed cotton
fibres after ginning
Ginned cotton
processing
Raw cotton
(Bale)
Cotton seed
15. Cotton Processing
• Spinning: the process of pushing the
cotton fibres into long continuous
threads around spindles.
• Weaving- interlocking of two set of
threads (warp and weft) to make a
fabric.
• Gassing-; the burning off any
projected fibre, yarn and fuzz to
produce an even surface.
16. Cotton Proessing
• Desizing : this is removing the size mat from
the warp yarns in woven fabrics. Desizing is
one of the key processes for the pretreatment
of cotton fabric wet processing.
Sizing agents are selected on the basis of
• Type of fabric
• Environmental friendliness
• Ease of removal
• Cost consideration
• Effluent treatment.
17. Where does the size come from?
• Before yarn is woven into fabric, the ‘Warp’ yarns are
coated with sizing agents. This strengthens the yarn
(decreasing breakages on the loom), reduces friction
and improves productivity.
• But the sizing agents often resist the dyes and
chemicals commonly used in textile processing, so
they have to be thoroughly removed before any wet
processing can take place.
• Most sizing agents (particularly for cotton yarns) are
starch-based, for reasons of economy and weaving
performance.
18. Natural Sizing Agents
• Starch and starch derivatives
• Protein based starches (gelatin, glue)
• Cellulosic derivatives
20. Types of Desizing Agents
• Enzymatic desizing
– Enzymatic desizing is the classical desizing
process of degrading starch size on cotton fabrics
using enzymes. Amylases are the enzymes that
hydrolyses and reduce the molecular weight of
amylose and amylopectin molecules in starch,
rendering it water-soluble enough to be washed
off the fabric.
21. • Oxidative
– In oxidative desizing, the risk of damage to the
cellulose fiber is very high, and its use for desizing
is increasingly rare. Oxidative desizing uses
sodium or potassium persulphates or sodium
bromite as an oxidizing agent.
22. • Acidic
– Acid desizing is an economical process. The
process is effective and gives fairly uniform
desizing, as it is a chemical- based process
23. • Hot water
– Fabrics containing water-soluble sizes can be
desized by washing using hot water, perhaps
containing wetting agents (surfactants) and a
mild alkali. The water replaces the size on the
outer surface of the fiber, and absorbs within the
fiber to remove any fabric residue.
24. Cotton Processing
Scouring
• This is a cleaning process to remove warp
sizing, oils, additives and dirt.
Bleaching
This is done with hydrogen peroxide(H2O2) and
Na2Si stabilizer to make the fibre more primer
and whiter.
25. Cotton processing
Mercerizing:
• This is a process of strengthening the cotton
with a substance and also given at a silky
appearance.
Dyeing:
• This is done to add pattern or different color to
bleached the fibre.
• Finishing: the process which the cotton fabric
undergoes such as check of weight, quality
before it leaves the mill.