Mold

## Overview

Mold is a dataset for object detection tasks - it contains Injera Mold annotations for 385 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [MIT license](https://creativecommons.org/licenses/MIT).

The dataset includes a comprehensive list of mold licenses that have been issued to individuals for the purpose of mold assessment, abatement, and supervision within New York State. The dataset includes the individual’s name and license information such as, license number, license type, issued date, and expiration date.

The statewide composite of parcels (cadastral) data for New Jersey was developed during the Parcels Normalization Project in 2008-2014 by the NJ Office of Information Technology, Office of GIS (NJOGIS.) The normalized parcels data are compatible with the NJ Department of the Treasury system currently used by Tax Assessors, and those records have been joined in this dataset. This composite of parcels data serves as one of the framework GIS datasets for New Jersey. Stewardship and maintenance of the data will continue to be the purview of county and municipal governments, but the statewide composite will be maintained by NJOGIS.Parcel attributes were normalized to a standard structure, specified in the NJ GIS Parcel Mapping Standard, to store parcel information and provide a PIN (parcel identification number) field that can be used to match records with suitably-processed property tax data. The standard is available for viewing and download at https://njgin.state.nj.us/oit/gis/NJ_NJGINExplorer/docs/NJGIS_ParcelMappingStandardv3.2.pdf. The PIN also can be constructed from attributes available in the MOD-IV Tax List Search table (see below).This feature class includes a large number of additional attributes from matched MOD-IV records; however, not all MOD-IV records match to a parcel, for reasons explained elsewhere in this metadata record. The statewide property tax table, including all MOD-IV records, is available as a separate download "MOD-IV Tax List Search Plus Database of New Jersey." Users who need only the parcel boundaries with limited attributes may obtain those from a separate download "Parcels Composite of New Jersey". Also available separately are countywide parcels and tables of property ownership and tax information extracted from the NJ Division of Taxation database.The polygons delineated in this dataset do not represent legal boundaries and should not be used to provide a legal determination of land ownership. Parcels are not survey data and should not be used as such. Please note that these parcel datasets are not intended for use as tax maps. They are intended to provide reasonable representations of parcel boundaries for planning and other purposes. Please see Data Quality / Process Steps for details about updates to this composite since its first publication.***NOTE*** For users who incorporate NJOGIS services into web maps and/or web applications, please sign up for the NJ Geospatial Forum discussion listserv for early notification of service changes. Visit https://nj.gov/njgf/about/listserv/ for more information.

Detection and quantification limits of the studied compounds in methanol (LOD, LOQ) and matrix solutions (mLOD, mLOQ).

Multi-data library betting interpretation of the candidate genes.

This parcels data set is a spatial representation of municipal tax lots for Somerset County, New Jersey that have been extracted from the NJ statewide parcels composite by the NJ Office of Information Technology, Office of GIS (NJOGIS). Parcels at county boundaries have been modified to correspond with the NJ county boundaries and the parcels in adjacent counties.Each parcel contains a field named PAMS_PIN based on a concatenation of the county/municipality code, block number, lot number and qualification code. Using the PAMS_PIN, the dataset can be joined to the MOD-IV database table that contains supplementary attribute information regarding lot ownership and characteristics. Due to irregularities in the data development process, duplicate PAMS_PIN values exist in the parcel records. Users should avoid joining MOD-IV database table records to all parcel records with duplicate PAMS_PINs because of uncertainty regarding whether the MOD-IV records will join to the correct parcel records. There are also parcel records with unique PAMS_PIN values for which there are no corresponding records in the MOD-IV database tables. This is mostly due to the way data are organized in the MOD-IV database.The polygons delineated in this data set do not represent legal boundaries and should not be used to provide a legal determination of land ownership.The MOD-IV system provides for the uniform preparation, maintenance, presentation and storage of property tax information required by the Constitution of the State of New Jersey, New Jersey Statutes and rules promulgated by the Director of the Division of Taxation. MOD-IV maintains and updates all assessment records, and produces all statutorily required tax lists for property tax bills. This list accounts for all parcels of real property as delineated and identified on each municipality's official Tax Map, as well as taxable values and descriptive data for each parcel. Tax List records were received as raw data from the TaxationTeam of NJOIT which collected source information from municipal tax assessors and created the statewide table. This table was subsequently processed for ease of use with NJ tax parcel spatial data and split into an individual table for each county.***NOTE*** For users who incorporate NJOGIS services into web maps and/or web applications, please sign up for the NJ Geospatial Forum discussion listserv for early notification of service changes. Visit https://nj.gov/njgf/about/listserv/ for more information.

'Mold'

## Overview

'Mold' is a dataset for object detection tasks - it contains S Plate Or A Plate Or T Plate Or Screw Or Hex Key Or Adjust Plate Or Pick Screw Or Pick Hex Key Or Position Screw Or Position Hex Key Or Fastening Or Return Hex Key Or Leave annotations for 2,991 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).

The USA sales of in-mold labels are estimated to be worth USD 255.1 million in 2025 and anticipated to reach a value of USD 305.0 million by 2035. Sales are projected to rise at a CAGR of 1.8% over the forecast period between 2025 and 2035. The revenue generated by in-mold labels in 2024 was USD 251.6 million. The industry is anticipated to exhibit a Y-o-Y growth of 1.6% in 2025.

Attributes	Key Insights
USA In-mold Labels Market Historical Size, 2024	USD 251.6 million
USA In-mold Labels Market Estimated Size, 2025	USD 255.1 million
USA In-mold Labels Market Projected Size, 2035	USD 305.0 million
USA In-mold Labels Market Value-based CAGR (2025 to 2035)	1.8%

Category-wise Insights

Material	Value Share (2035)
Polypropylene (PP)	82.1%

Process	Value Share (2035)
Injection Molding	72.6%

The Mold Release Coatings Market report segments the industry into Type (Semi-permanent, Sacrificial), Substrates (Rubber and Elastomers, Plastics and Polymers, Composites, Stones, Asphalt, and Concrete, Other Substrates), Product Type (Water Based, Solvent Based), End-Use (Die Casting, Rubber and Tire, Building and Construction, Food Processing, and more), and Geography (Asia-Pacific, North America, and more).

The global in-mold labels (IML) market is projected to grow from USD 1.13 billion in 2025 to USD 1.49 billion by 2035, at a CAGR of 2.8%. In 2024, total revenue reached USD 1.11 billion, and a 2.6% year-on-year growth is expected in 2025.

Attributes	Key Insights
Estimated Size, 2025	USD 1.13 billion
Projected Size, 2035	USD 1.49 billion
Value-based CAGR (2025 to 2035)	2.8%

Semi-Annual Market Update

Particular	Value CAGR
H1 (2024 to 2034)	2.5%
H2 (2024 to 2034)	3.1%
H1 (2025 to 2035)	2.0%
H2 (2025 to 2035)	3.6%

Country-wise Insights

Countries	Value CAGR (2025 to 2035)
USA	2.9%
Canada	2.4%
Brazil	3.6%
Argentina	3.0%
Germany	1.4%
China	3.2%
India	4.9%

Mold Testing Service Market Outlook

The global mold testing service market size was valued at $1.5 billion in 2023 and is projected to reach $2.9 billion by 2032, growing at a compound annual growth rate (CAGR) of 7.2% during the forecast period. The growth of this market is primarily driven by increasing awareness about the health hazards associated with mold exposure, which has prompted both residential and commercial property owners to invest in regular mold inspections and testing services.

One of the critical factors driving market growth is the rising concern over indoor air quality. Mold contamination can lead to severe health issues including respiratory problems, allergies, and in extreme cases, neurological conditions. This has heightened the demand for mold testing services across various sectors, as property owners seek to ensure safe living and working environments. Furthermore, stringent regulations and guidelines imposed by health and safety organizations globally have mandated regular mold inspections, further boosting the market.

Technological advancements in mold testing methods have also played a significant role in the marketÂ’s expansion. The development of rapid testing kits and more accurate diagnostic tools have made mold detection quicker and more reliable. This technological progress not only aids in early detection but also provides detailed insights into the type and severity of mold contamination, allowing for more effective remediation strategies. Consequently, increased adoption of these advanced technologies is anticipated to drive market growth over the forecast period.

The growing trend of urbanization and industrialization has led to an increased number of construction activities, resulting in a higher likelihood of mold growth due to damp conditions often found in new buildings. This has particularly impacted regions with high humidity levels, further propelling the need for mold testing services. Additionally, public awareness campaigns by governmental and non-governmental organizations regarding the importance of mold testing have significantly contributed to market expansion.

In addition to mold testing, the Lead Testing Service has become increasingly important in ensuring safe living environments. Lead exposure, often found in older buildings, poses significant health risks, particularly to children and pregnant women. The demand for lead testing services is rising as property owners and managers seek to comply with health regulations and prevent potential health hazards. This service involves the detection of lead in paint, dust, and soil, providing critical information for remediation efforts. As awareness grows about the dangers of lead exposure, the integration of lead testing services alongside mold inspections is becoming a standard practice in the industry, ensuring comprehensive safety assessments for residential and commercial properties.

On the regional front, North America held the largest share of the mold testing service market in 2023, owing to the high awareness levels and stringent regulations regarding indoor air quality. However, the Asia Pacific region is expected to witness the highest growth rate over the forecast period, driven by rapid urbanization, increasing construction activities, and growing awareness about the health risks associated with mold exposure in countries such as China and India.

Service Type Analysis

The mold testing service market can be segmented by service type into air testing, surface testing, bulk testing, and others. Air testing dominates the market as it is essential for detecting airborne mold spores that can easily be inhaled, posing serious health risks. This type of testing is crucial for environments such as hospitals, schools, and office buildings where air quality needs to be maintained at high standards. Surface testing also holds a significant share as it helps identify mold present on visible areas and surfaces, which is often the first indicator of a larger infestation.

Bulk testing, while a smaller segment, is critical for understanding the extent of mold contamination within building materials. This type of testing involves collecting pieces of materials like drywall, wood, or insulation to determine mold presence. As concerns about construction quality and indoor air safety grow, the demand for bulk testing services is expected to rise. Additionally, other specialized testing services, such as

Medical Injection Mold Market Outlook

The global medical injection mold market size was valued at approximately USD 12.5 billion in 2023 and is projected to grow to USD 22.3 billion by 2032, registering a compound annual growth rate (CAGR) of 6.7% during the forecast period. The strong growth factors driving this market include the increasing prevalence of chronic diseases, advancements in medical technology, and rising demand for minimally invasive surgical procedures. These elements are fostering the need for precision-engineered medical devices, which significantly relies on medical injection molding techniques.

One of the primary growth drivers in the medical injection mold market is the rising prevalence of chronic diseases. Conditions such as diabetes, cardiovascular diseases, and respiratory disorders necessitate a wide array of medical devices and diagnostic equipment. Injection molding offers high precision and consistency, making it an ideal manufacturing process for these medical devices. Additionally, the aging global population is contributing to an increased demand for medical care, thereby fueling the need for medical injection molding services. Innovations in material science, such as biocompatible plastics and polymers, are further augmenting the market by providing safer and more effective solutions for medical device manufacturing.

Technological advancements are another significant factor propelling the medical injection mold market. The adoption of automation and robotics in injection molding processes has substantially increased production efficiency and reduced errors. Innovations such as micro molding and multi-material injection molding are opening new avenues for creating intricate and multi-functional medical devices. Furthermore, the integration of Internet of Things (IoT) and Artificial Intelligence (AI) in manufacturing processes is enabling real-time monitoring and predictive maintenance, ensuring high quality and reliability of medical components. These technological strides are boosting the market's growth by enhancing the precision, speed, and cost-effectiveness of medical device production.

The demand for minimally invasive surgical procedures is also playing a crucial role in the expansion of the medical injection mold market. Minimally invasive techniques require specialized instruments and equipment that need to be highly precise and reliable. Injection molding provides an efficient manufacturing solution for these specialized medical tools. As healthcare providers increasingly adopt minimally invasive methods to reduce patient recovery times and improve outcomes, the need for high-quality, injection-molded medical devices will continue to grow. Additionally, regulatory support and favorable reimbursement policies are encouraging the adoption of advanced medical devices, further driving the marketÂ’s growth.

Medical Micro Molding is an emerging technique within the medical injection mold market that is gaining traction due to its ability to produce extremely small and precise components. This technique is particularly beneficial for manufacturing intricate medical devices such as microcatheters and implantable components, which require high precision and consistency. The growing demand for miniaturized medical devices, driven by advancements in minimally invasive surgical procedures and wearable medical technology, is fueling the adoption of medical micro molding. As healthcare technology continues to evolve, the ability to produce smaller and more complex components will be crucial, making medical micro molding an essential process in the future of medical device manufacturing.

From a regional perspective, North America currently holds the largest share of the medical injection mold market due to its advanced healthcare infrastructure, high healthcare expenditure, and strong presence of leading medical device manufacturers. However, the Asia Pacific region is expected to witness the highest growth rate during the forecast period. Factors such as increasing healthcare investments, rising medical tourism, and expanding manufacturing capabilities in countries like China and India are contributing to this growth. Europe also plays a significant role in the market, driven by strong regulatory frameworks and a focus on technological innovation.

Material Analysis

The material segment in the medical injection mold market is critical as it directly influences the performance, biocompatibility, and safe

Mold Release Films Market Outlook

The global mold release films market size was valued at approximately USD 1.3 billion in 2023 and is projected to reach USD 2.2 billion by 2032, with a steady CAGR of 5.6% during the forecast period. This market is experiencing robust growth due to increasing demand from various end-user industries, including automotive, aerospace, and construction, which are driving the need for efficient and high-performance mold release solutions.

One of the primary growth factors for the mold release films market is the rising demand in the automotive industry. With the ongoing development of lightweight and fuel-efficient vehicles, the use of advanced composite materials has become more prevalent. Mold release films play a crucial role in the manufacturing of these composite materials, ensuring high-quality finishes and reducing production costs. Furthermore, the automotive sector's push towards electric vehicles is further amplifying the need for advanced mold release solutions to produce complex and high-strength components efficiently.

Another significant growth driver is the aerospace industry's expansion. The aerospace sector demands high-performance materials that can withstand extreme conditions, and mold release films are essential in the production of these materials. With the global aerospace industry continuously investing in new aircraft and maintenance, repair, and overhaul (MRO) activities, there is a consistent demand for mold release films. Additionally, the adoption of advanced composites in the aerospace sector, aimed at improving fuel efficiency and reducing weight, is further propelling market growth.

The construction industry also contributes to the growth of the mold release films market. The increasing use of prefabricated building components and the rise in large-scale infrastructure projects require efficient mold release solutions to ensure the smooth demolding of concrete and other materials. Mold release films help in achieving a high-quality finish on concrete surfaces and reduce the likelihood of damage during the demolding process. With urbanization and infrastructure development on the rise, particularly in emerging economies, the demand for mold release films is expected to witness substantial growth.

Regionally, Asia Pacific holds a significant share of the mold release films market due to rapid industrialization and urbanization in countries like China and India. The region's automotive and construction sectors are booming, creating a substantial demand for mold release solutions. North America and Europe also represent crucial markets due to their advanced aerospace and automotive industries. These regions are investing heavily in innovative materials and manufacturing technologies, further driving the demand for mold release films. Latin America and the Middle East & Africa regions are expected to witness moderate growth, supported by ongoing industrial and infrastructure development activities.

Polymer Composites Release Agents are increasingly becoming a pivotal component in the mold release films market. These agents are specially formulated to facilitate the easy removal of composite materials from molds, ensuring that the intricate designs and structural integrity of the composites are maintained. In industries such as automotive and aerospace, where precision and strength are paramount, the use of polymer composites release agents is critical. They not only enhance the quality of the final product but also improve manufacturing efficiency by reducing cycle times and minimizing defects. As the demand for lightweight and durable composite materials continues to rise, the role of polymer composites release agents in the production process is expected to become even more significant.

Material Type Analysis

Polyethylene (PE) is one of the most widely used materials in the mold release films market. PE-based mold release films are known for their excellent release properties, flexibility, and cost-effectiveness. These films are extensively utilized in various applications such as composites, plastic molding, and rubber processing. The growth of the PE segment can be attributed to its widespread availability and versatile applications across multiple industries. The increasing demand for lightweight and durable materials

According to Cognitive Market Research, the global Industrial Mold market will be USD 48152.2 million in 2024 and expand at a compound annual growth rate (CAGR) of 8.00% from 2024 to 2031.

North America held the major market of more than 40% of the global revenue with a market size of USD 19260.88 million in 2024 and will grow at a compound annual growth rate (CAGR) of 6.2% from 2024 to 2031.
Europe accounted for a share of over 30% of the global market size of USD 14445.66 million.
Asia Pacific held the market of around 23% of the global revenue with a market size of USD 11075.01 million in 2024 and will grow at a compound annual growth rate (CAGR) of 10.0% from 2024 to 2031.
The Latin America market will account for more than 5% of global revenue and will be USD 2407.61 million in 2024, growing at a compound annual growth rate (CAGR) of 7.4% from 2024 to 2031.
The Middle East and Africa held the major market, accounting for around 2% of the global revenue. The market was USD 963.04 million in 2024 and will grow at a compound annual growth rate (CAGR) of 7.7% from 2024 to 2031.
The hospitals held the highest biochemical reagent market revenue share in 2024.

Market Dynamics of Industrial Mold Market

Key Drivers of Industrial Mold Market

Technological Advancements in Mold Manufacturing Processes Drives Market Growth

Technological advancements in mold manufacturing processes are pivotal drivers propelling growth in the industrial mold market. Innovations such as additive manufacturing, computer numerical control (CNC) machining, and advanced materials enable greater efficiency, precision, and customization in mold production. These advancements result in reduced lead times, enhanced product quality, and cost savings for manufacturers. Additionally, integrating automation and robotics streamlines operations, further boosting productivity and minimizing errors. With industries increasingly adopting these cutting-edge techniques to meet evolving consumer demands, the industrial mold market is poised for substantial expansion in the coming years, fueled by the relentless pursuit of innovation and efficiency in manufacturing processes.

Growing Emphasis on Sustainable and Eco-Friendly Production Methods Fuels Market Growth

The growing emphasis on sustainable and eco-friendly production methods is a significant catalyst driving market growth in the industrial mold sector. Manufacturers are increasingly prioritizing environmental considerations in their production processes, driven by regulatory pressures, consumer demand for greener products, and corporate sustainability goals. As a result, there is a rising adoption of sustainable materials, such as bioplastics and recycled plastics, in mold manufacturing to minimize environmental impact. Furthermore, implementing energy-efficient practices and waste reduction measures aligns with environmental objectives and enhances companies' operational efficiency and cost-effectiveness. This shift towards sustainability is a response to market demands and a strategic move to future-proof businesses against evolving regulatory landscapes and consumer preferences. As the industrial mold market evolves, sustainable production methods are poised to play an increasingly integral role in driving innovation and reshaping industry standards.

Restraint factors of Industrial Mold Market

Challenges Associated With Regulatory Compliance and Quality Control Standards Restrict Market Growth

Challenges associated with regulatory compliance and quality control standards act as significant barriers restraining market growth in the industrial mold sector. Stringent regulations governing manufacturing processes, particularly in automotive, medical, and aerospace industries, impose rigorous standards on mold production. Compliance with these standards requires substantial equipment, training, and documentation investments, which can increase operational costs and hinder market entry for smaller players. Moreover, maintaining consistent quality control throughout the mold manufacturing process presents a persistent challenge. Variations in raw materials, environmental conditions, and production techniques can lead to deviations in mold specifications, resulting in defective products and increased rework. Ensuring adherence to quality standards demands continuous monitoring, testing, and validation procedures, a...

The In-Mold Labels Market Report is Segmented by End-User Industry (Food and Beverage, Cosmetics, Pharmaceutical, and Other End-User Industries) and Geography (North America, Asia-Pacific, Latin America, and Middle East and Africa). The Market Sizes and Forecasts are Provided in Terms of Value (USD) for all the Above Segments.

Ceramic Hand Mold Market Outlook

The global ceramic hand mold market size was estimated at USD 250 million in 2023 and is projected to reach USD 450 million by 2032, growing at a compound annual growth rate (CAGR) of 6.5% during the forecast period. This growth is primarily driven by increasing demand for customized and handcrafted ceramic products across various industries, including art and craft, industrial manufacturing, and medical applications. The rising popularity of DIY projects and the growing trend of personalized home decor are also contributing significantly to market expansion.

One of the primary growth factors for the ceramic hand mold market is the rising consumer inclination towards handmade and artisanal products. As more consumers seek unique and personalized items, the demand for ceramic hand molds, which enable the creation of one-of-a-kind ceramic pieces, has seen substantial growth. Additionally, the increasing awareness about the environmental benefits of ceramic products over plastic counterparts further fuels market demand. Ceramic, being a natural material, is perceived as a more sustainable option, which aligns well with the growing consumer preference for eco-friendly products.

Another key driver for the market is the expanding application of ceramic hand molds in the medical field. Ceramic materials are known for their biocompatibility, making them suitable for a range of medical applications such as dental implants, bone grafts, and prosthetics. The medical sectorÂ’s increasing adoption of ceramic components is anticipated to boost the demand for ceramic hand molds significantly. Furthermore, advancements in ceramic molding technologies, which enhance precision and reduce production costs, are expected to propel market growth.

The rise in educational institutions offering ceramics courses is another pivotal factor contributing to market growth. Schools, colleges, and universities are increasingly incorporating ceramic arts into their curricula, driving the demand for ceramic hand molds. These educational programs not only cultivate new talent but also stimulate interest in ceramic arts and crafts among students, leading to higher market penetration. The availability of online tutorials and courses has also democratized access to ceramic art, enabling enthusiasts to learn and create from the comfort of their homes.

Die Glass Mold technology is gaining traction in the ceramic hand mold market due to its precision and efficiency in creating complex shapes and patterns. This method involves using a die, or a specialized mold, to shape molten glass into desired forms, which can then be used as a base for ceramic applications. The integration of Die Glass Mold techniques allows for the production of high-quality, intricate designs that are difficult to achieve with traditional ceramic molding methods. As the demand for unique and customized ceramic products continues to rise, the adoption of Die Glass Mold technology is expected to grow, offering manufacturers a competitive edge in the market.

Regionally, the Asia Pacific region is expected to dominate the ceramic hand mold market during the forecast period. This is due to the regionÂ’s rich tradition of ceramic art and the presence of a large number of artisans and manufacturers. Countries such as China, Japan, and India have a long-standing history of ceramic craftsmanship, which continues to thrive and evolve. Additionally, the regionÂ’s growing middle class with rising disposable incomes is fueling the demand for luxury and artisanal products, further driving market growth.

Product Type Analysis

The ceramic hand mold market can be segmented by product type into slip casting molds, press molds, jigger and jolly molds, and others. Slip casting molds, which involve pouring liquid ceramic into a mold, are widely used for creating intricate designs and detailed shapes. This method is particularly popular in the art and craft segment due to its versatility and ability to produce high-quality finishes. The increasing preference for slip casting molds among artists and artisans is expected to drive significant growth in this segment.

The use of Glass Mould in ceramic production is another innovative approach that is transforming the industry. Glass Moulds are particularly beneficial for creating detailed and delicat

In 2024, North America injection molding machines Market reached a value of USD 8.89 billion, and it is projected to surge to USD 18.78 billion by 2034.

Comprehensive dataset of 7 Mold makers in Ireland as of June, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.