DRAM dataset is the first dataset to introduce a fully labeled test set for the task of semantic segmentation of art paintings. The dataset uses a subset of 12 classes used in the PascalVoc12 dataset: Bird, Boat, Bottle, Cat, Chair, Cow, Dog,Horse, Sheep, Person, Potted-Plant, and Background.

The dataset consists of 5677 unlabeled and 718 labeled paintings from 152 painters. The dataset is divided into 5 categories: Realism, Impressionism, Post-Impressionism, Expressionism and 'Unseen', each holding paintings from a specific art movement. the Unseen category appears only in the test set and it consists from 135 image of the following art movements: Art-Nouveau, Baroque, Cubism, Divisionism, Fauvism, Chinese Ink and Wash, Japonism and Rococo.

The dataset was constructed for the perceptual task of understanding how computers see images from various styles.

Potential use cases: 1) Evaluating semantic segmentation models on a diverse and complex domain. 2) Investigation on latent representations of abstraction-varying art styles 3) Domain adaptation solutions for semantic segmentation of art paintings.

With the increasing integration of functional imaging techniques like Positron Emission Tomography (PET) into radiotherapy (RT) practices, a paradigm shift in cancer treatment methodologies is underway. A fundamental step in RT planning is the accurate segmentation of tumours based on clinical diagnosis. Furthermore, novel tumour control methods, such as intensity modulated radiation therapy (IMRT) dose painting, demand the precise delineation of multiple intensity value contours to ensure optimal tumour dose distribution. Recently, convolutional neural networks (CNNs) have made significant strides in 3D image segmentation tasks, most of which present the output map at a voxel-wise level. However, because of information loss in subsequent downsampling layers, they frequently fail to precisely identify precise object boundaries. Moreover, in the context of dose painting strategies, there is an imperative need for reliable and precise image segmentation techniques to delineate high recurrence-risk contours. To address these challenges, we introduce a 3D coarse-to-fine framework, integrating a CNN with a kernel smoothing-based probability volume contour approach (KsPC). This integrated approach generates contour-based segmentation volumes, mimicking expert-level precision and providing accurate probability contours crucial for optimizing dose painting/IMRT strategies. Our final model, named KsPC-Net, leverages a CNN backbone to automatically learn parameters in the kernel smoothing process, thereby obviating the need for user-supplied tuning parameters. The 3D KsPC-Net exploits the strength of KsPC to simultaneously identify object boundaries and generate corresponding probability volume contours, which can be trained within an end-to-end framework. The proposed model has demonstrated promising performance, surpassing state-of-the-art models when tested against the MICCAI 2021 challenge dataset (HECKTOR).

this project detect manhwa panale art then segment it

The global art supplies for painting market is a vibrant and dynamic sector, exhibiting consistent growth driven by several key factors. Rising disposable incomes, particularly in developing economies, are fueling increased participation in painting as a hobby and professional pursuit. The burgeoning popularity of online art tutorials, social media art communities, and the accessibility of online art supply retailers are further boosting market expansion. Technological advancements in paint formulation, offering improved pigments, textures, and longevity, contribute significantly to market value. The market is segmented by application (e.g., fine art, hobbyist painting, commercial art) and type (e.g., acrylics, oils, watercolors, gouache), each exhibiting unique growth trajectories. For example, the demand for eco-friendly and sustainable art supplies is rapidly increasing, creating new opportunities for manufacturers focused on environmentally conscious products. While fluctuations in raw material prices and economic downturns can pose challenges, the overall market outlook remains positive, with a projected steady Compound Annual Growth Rate (CAGR). The market's regional distribution reflects varying levels of art appreciation and economic development. North America and Europe currently hold significant market share due to established art markets and high per capita disposable income. However, rapid growth is expected in Asia-Pacific regions like India and China, fueled by expanding middle classes and increasing interest in artistic expression. Competitive landscape analysis reveals a mix of established multinational corporations and smaller, specialized businesses catering to niche markets. Strategic collaborations, product innovation, and expansion into new geographical markets are key competitive strategies. The forecast period (2025-2033) anticipates continued market expansion, driven by the factors mentioned above, leading to substantial growth in market value. Understanding these trends and the specific needs of various market segments is crucial for success in this dynamic industry.

The global market for metallic and pearlescent watercolor paints is experiencing robust growth, driven by increasing demand from both professional artists and hobbyists. The market, currently estimated at $150 million in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 7% from 2025 to 2033. This growth is fueled by several key factors. The rising popularity of mixed-media art techniques, which frequently incorporate these paints, is a significant driver. Furthermore, the expanding e-commerce landscape, providing wider access to a diverse range of products, contributes to market expansion. The growing accessibility of art supplies through online retailers and educational platforms facilitates market penetration among amateur artists and students, a key segment for growth. Additionally, the increasing emphasis on creative expression and the rise of DIY and art-related crafts bolster demand for unique and visually appealing paint types. Market segmentation reveals strong performance across various categories. Warm metallic and pearlescent paints maintain a significant market share, although the demand for cool tones is steadily increasing. The student segment represents a large portion of the market, indicating considerable potential for future growth through education and engagement with young artists. However, the professional painter segment drives premium pricing and higher profit margins, shaping the overall market value. Geographic distribution reveals that North America and Europe currently dominate the market, but rapidly developing economies in Asia-Pacific are emerging as significant growth areas, particularly China and India, indicating a shift in future market dynamics due to increasing disposable income and burgeoning interest in artistic pursuits. While increasing raw material costs and potential supply chain disruptions pose some restraints, the overall outlook for the metallic and pearlescent watercolor paint market remains positive, promising sustained growth over the forecast period.

The "Nails Contour Segmentation Dataset" is crafted for the beauty industry, featuring a collection of offline human fingernail images, all at a uniform resolution of 1920 x 1080 pixels. This dataset specializes in semantic segmentation, with a focus on the detailed contour of fingernails, supporting applications in nail art design and virtual nail try-on technologies.

The global professional fine art paints market, valued at $3.249 billion in 2025, is projected to experience robust growth, driven by a Compound Annual Growth Rate (CAGR) of 6.7% from 2025 to 2033. This expansion is fueled by several key factors. The rising popularity of art as a form of self-expression and stress relief is boosting demand among amateur and professional artists alike. Simultaneously, the growth of online art communities and educational platforms provides increased exposure and accessibility to fine art techniques, further stimulating market growth. The increasing integration of technology in art creation, such as digital painting software using specialized tablets and styluses, is also influencing paint choices and expanding the market. Furthermore, the increasing disposable incomes in developing economies, particularly in Asia-Pacific, are contributing to greater consumer spending on art supplies, including high-quality professional paints. The market segmentation reveals a strong presence of various paint types, including gouache, acrylic, oil, and Chinese painting paints, each catering to specific artistic preferences and techniques. The professional learning market segment is demonstrating particularly high growth, driven by a surge in online art courses and workshops. Competition within the market is intense, with a mix of established global players like Colart, Pebeo, and Schmincke, alongside regional and emerging brands. These companies are focusing on product innovation, introducing new colors, improved pigment formulations, and sustainable packaging options to meet evolving consumer demands. Geographic variations in market share reflect the established art scenes in North America and Europe, alongside the rapid growth observed in the Asia-Pacific region, fueled by China and India's burgeoning middle class and artistic communities. While some restraints exist, such as price sensitivity in certain markets and the increasing availability of cheaper alternatives, the overall outlook for the professional fine art paints market remains positive, driven by the enduring appeal of fine art and its evolving technological integration. The forecast period indicates sustained growth, propelled by the aforementioned factors, promising significant market expansion by 2033.

Analyze the market segmentation of the Conductive Paint industry. Gain insights into market share distribution with a detailed breakdown of key segments and their growth.

The European independent artist market, encompassing painting, sculpture, photography, digital art, and mixed media, is experiencing steady growth, projected at a 4.5% CAGR from 2025 to 2033. This expansion is driven by several factors. The increasing accessibility of online marketplaces like Saatchi Art, Etsy, and Artfinder allows artists to reach a global audience, bypassing traditional gallery limitations and reducing reliance on intermediaries. Simultaneously, rising consumer interest in unique, handcrafted items and personalized art fuels demand. The popularity of diverse art styles, ranging from abstract art and realism to impressionism and pop art, caters to a broad spectrum of tastes, further driving market expansion. However, challenges exist, primarily the competitive landscape with established galleries and the need for effective digital marketing strategies to gain visibility amidst a large number of artists. The market segmentation by art medium, distribution channel (online vs. physical), and style allows for targeted strategies. Within Europe, the UK, Germany, and France represent significant market segments, benefiting from established art scenes and a high concentration of both artists and art consumers. The growth trajectory is expected to continue, with online platforms playing an increasingly crucial role in market expansion and accessibility for both artists and buyers. The flourishing online art market offers significant opportunities for independent artists, although navigating the competitive online landscape and establishing a strong brand identity are essential. The increasing integration of technology, like NFTs, and virtual exhibitions also present new avenues for growth. While physical galleries and exhibitions continue to hold significance, the shift towards digital platforms significantly impacts market dynamics. Understanding these evolving trends is critical for both artists seeking to build their careers and businesses looking to capitalize on the expanding market. Further research into regional nuances, consumer purchasing patterns, and emerging technologies is essential for a comprehensive understanding of the market's future development. The continuing growth suggests promising opportunities for investors and stakeholders involved in the European art ecosystem. Recent developments include: April 2023: The German branch of the international owner-managed agency network M&C Saatchi is restructuring and taking off with new management, expanded offering and an innovative location concept., June 2022: Saatchi Art, a leading online art gallery, launched Visions of the Future, a new jury-curated NFT auction comprising works by 50 fine art photographers that debuted in August. The initiative comes on the heels of the gallery's inaugural NFT collection, The Other Avatars, which sold out in only 20 minutes to the public in 2021. Inspired by the huge changes in society over the previous decade since the online gallery's inception, the new exhibition invites artists to imagine and explore what the future may look like, whether near or far, utopian or dystopian., June 2022: Online art marketplace Artfinder successfully raised EUR 443,000 through its second Crowdcube campaign from 590 investors, including new investment from a lead investor, venture capital firm Wellington Partners. Investors in the crowdfunding round will receive equity in the business at a valuation of EUR 17.5 million, up from EUR 11m (post-money) in 2020.. Notable trends are: Increased Use of Online Platforms.

MuralDH Brief Summary The MuralDH dataset is a comprehensive collection of high-quality images for the digital restoration of Dunhuang murals. It includes over 5000 pre-processed images, curated to support research in digital art restoration, computer vision, and cultural heritage preservation. This dataset is divided into segments including damaged mural segmentation, high-resolution mural images, and images processed for super-resolution studies. The collection, designed to assist in the development and testing of digital restoration algorithms, aims to bridge traditional art with modern technology, ensuring the longevity and accessibility of these invaluable cultural treasures.Description of the Data and File Structure The dataset is structured as follows:Damaged Mural Segmentation Dataset: 1000 images annotated for specific types of damage such as cracks, flaking, and fading. Each file is named according to its specific damage type and contains annotations at the pixel level. High-Quality Mural Images: 500 images, each prepared for super-resolution processing. These are lower-resolution images that have been downscaled from the original high-resolution scans. Super-Resolution Dataset: A subset of the High-Quality Mural Images that have been further processed for super-resolution studies. Each image file is stored in PNG format, ensuring high-quality, lossless compression. Files are organized in folders corresponding to their dataset segment, and filenames follow a consistent naming convention to indicate their content and purpose.Missing data or incomplete images are marked with a specific code (e.g., NA for not available) in the accompanying metadata file. This file also provides a detailed description of each image, including its original location, the period it depicts, and any relevant historical or cultural notes.Sharing/Access Information The MuralDH dataset is hosted on Dryad but can also be accessed through the following link for direct download and further information:Data Derivation Sources This dataset was compiled from various sources, including digital archives and collaborations with cultural heritage organizations. Each image has been carefully selected and processed to meet the research needs while adhering to copyright and preservation guidelines.Code/Software The dataset comes with a set of Python scripts for basic image processing tasks, including image resizing, format conversion, and initial analysis.

The global artist brush market, while exhibiting a niche nature, demonstrates significant growth potential fueled by several key factors. The market's expansion is driven by the increasing popularity of various art forms like painting, calligraphy, and illustration, particularly among younger demographics. The rise of online art classes and tutorials, coupled with increased accessibility to art supplies through e-commerce platforms, further fuels market demand. Furthermore, the growing preference for high-quality, handcrafted brushes, especially from established brands like Gordon Brush, Da Vinci Brushes, and Winsor & Newton, contributes to premium market segment growth. The market is segmented by brush type (e.g., synthetic, natural hair), application (e.g., watercolor, oil), and price point (budget, mid-range, premium). Competition within the market is relatively high, with established players focusing on innovation in brush materials and design to retain market share. While economic downturns may temporarily dampen consumer spending on art supplies, the inherent passion for artistic expression ensures a resilient market base. Assuming a conservative market size of $500 million in 2025 and a CAGR of 5% (a reasonable estimate considering the niche but growing market), the market is projected to reach approximately $650 million by 2033. This growth is further supported by the consistent introduction of new brush designs catering to evolving artistic techniques and demands. Growth within the artist brush market is expected to remain steady, driven primarily by the increased accessibility of art education and the rising popularity of various art forms across different age groups. The market's segmentation provides opportunities for specialized brands to cater to specific artist needs and preferences. The availability of both synthetic and natural hair brushes caters to diverse budgets and artistic styles. While established brands maintain significant market share, the entry of smaller, niche brands offers an element of competition and innovation within the space. Geographic distribution likely favors regions with established art communities and strong art education systems. However, emerging economies with growing middle classes are likely showing increased participation in artistic pursuits, representing untapped potential for future market expansion. Understanding these diverse market dynamics will be critical for sustained growth and success within the artist brush industry.

The Flat Paint Brush market plays a vital role in both the commercial and DIY sectors, catering to a wide range of painting needs across various industries, including construction, art, and home improvement. Characterized by its distinctive shape, the flat paint brush is particularly favored for its ability to deliv

The family painting market, encompassing oil paintings, sketches, and other art forms, is a vibrant and growing sector. While precise market size data for 2025 is unavailable, considering the presence of numerous established companies like Drew Barrymore Flower Home, Marmont Hill, and Trademark Art, along with a diverse range of applications across living rooms, bedrooms, and kitchens, we can estimate the 2025 global market size to be approximately $500 million USD. This estimation considers the substantial presence of online retailers and physical art galleries catering to this segment, indicative of substantial demand. The Compound Annual Growth Rate (CAGR), though unspecified, is likely influenced by several factors. Increasing disposable incomes in developing economies, coupled with rising home décor spending and the growing popularity of personalized artwork, contribute positively to market expansion. However, potential restraints include fluctuations in raw material costs (e.g., canvas, paints) and the rising popularity of digital art, which could present a challenge to traditional formats. Segmentation reveals strong demand across various applications, with the living room likely leading as a primary area for family portrait displays and thematic artwork. The competitive landscape is marked by a mix of established brands and emerging artists, suggesting opportunities for both large-scale production and niche, bespoke art pieces. Regional variations in demand are expected, with North America and Europe likely holding larger market shares due to higher disposable incomes and established art markets. The forecast period (2025-2033) projects continued growth driven by the enduring appeal of family portraiture and the increasing preference for personalized wall art. The strategic focus for companies within this sector should be on offering diverse styles, sizes, and price points to cater to a broad customer base. Effective digital marketing and online retail presence will be crucial in reaching a wider audience, while maintaining a focus on quality and artistic expression. Expanding into emerging markets with rising affluence presents significant opportunities for growth. Further segmentation by artistic style (e.g., realism, impressionism) and subject matter can help tailor products to specific consumer preferences. Sustainable sourcing of materials and environmentally conscious production practices will resonate with increasingly eco-conscious consumers, offering a significant competitive advantage. Collaboration with interior designers and home décor influencers can further amplify brand reach and drive sales within the competitive market.

The global fine art oil paints market is experiencing robust growth, driven by a resurgence in artistic expression, increasing art education initiatives, and a growing appreciation for handcrafted artwork. The market, currently valued at approximately $2.5 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 5.5% from 2025 to 2033. This expansion is fueled by several key factors. The rising popularity of oil painting as a hobby among both beginners and experienced artists contributes significantly to market growth. Furthermore, the increasing accessibility of high-quality art supplies through online retailers and specialized art stores is expanding the market reach. The segmentation by artist level (beginner, intermediate, master) reveals different price sensitivities and purchasing patterns, with professional artists driving demand for premium, high-pigment paints. Geographic variations exist, with North America and Europe representing significant market shares due to established art traditions and strong consumer spending power. However, the Asia-Pacific region shows significant potential for growth, driven by rising disposable incomes and a growing middle class with increased interest in art and creative pursuits. The market faces certain restraints such as the increasing availability of synthetic alternatives and concerns regarding the environmental impact of oil paint production. The competitive landscape is characterized by a mix of established international players like Winsor & Newton, Schmincke, and Old Holland, along with regional manufacturers. The strategic focus of major players on innovation, including the development of eco-friendly oil paints and expanding product lines to cater to various skill levels, is shaping the market trajectory. The ongoing expansion of e-commerce channels provides increased market access and allows manufacturers to reach a wider audience globally, further supporting market growth. Future market developments will likely focus on sustainability initiatives, technological advancements in paint formulation, and targeted marketing campaigns to engage different artist segments and geographical regions. The continued growth in art education and the rising popularity of online art tutorials will further contribute to market expansion in the forecast period. This in-depth report provides a comprehensive overview of the global fine art oil paints market, valued at approximately $2.5 billion in 2023. We delve into market segmentation, key trends, competitive landscape, and future growth projections, offering invaluable insights for manufacturers, distributors, and investors. The report utilizes extensive primary and secondary research, leveraging data from industry experts, company financials, and market research databases.

The global DIY art paintings (wall decoration) market is experiencing robust growth, driven by increasing consumer interest in personalization, home décor trends, and the accessibility of online art supplies. The market's value in 2025 is estimated at $5 billion, exhibiting a Compound Annual Growth Rate (CAGR) of 7% from 2025 to 2033. This positive trajectory is fueled by several key factors. The rising popularity of online retail platforms offering a diverse range of DIY painting kits and supplies is significantly boosting market expansion. Furthermore, the growing emphasis on creating personalized and aesthetically pleasing home environments is propelling demand for DIY art projects. The market segmentation reveals strong demand across various color types, with vibrant colors like red and blue maintaining high popularity. Both online and offline sales channels contribute substantially to market revenue, reflecting the diverse consumer preferences and purchasing habits. However, factors like fluctuations in raw material prices and intense competition among manufacturers pose potential challenges to market growth. While precise figures for individual segments are unavailable, we can infer substantial growth potential based on the overall market CAGR and existing market trends. For example, the online sales segment is projected to grow faster than offline sales due to the convenience and wider selection offered by e-commerce platforms. Regional variations are also expected, with North America and Asia Pacific likely leading the market due to higher disposable incomes and a greater prevalence of home décor enthusiasts. The continued growth of social media platforms showcasing DIY art projects is another key factor driving market expansion. This visibility generates inspiration and fuels further consumer engagement, ultimately enhancing market size and value. The major players in the market, such as ALTANA, BASF, and others, are investing in research and development to introduce innovative and high-quality products to cater to the rising demand. Overall, the outlook for the DIY art paintings (wall decoration) market remains optimistic, indicating significant potential for investors and businesses in the coming years. This comprehensive report analyzes the booming DIY art paintings (wall decoration) market, projected to reach a valuation exceeding $5 billion by 2028. We delve into production trends, key players, emerging technologies, and market segmentation to provide actionable insights for businesses and investors. This report leverages data and analysis to reveal growth opportunities within this vibrant sector, encompassing both online and offline sales channels. Keywords: DIY art, wall decor, painting kits, canvas art, home décor, online art supplies, art market trends, acrylic paints, watercolor paints, oil paints.

The global paint pressure regulator market is experiencing robust growth, driven by the increasing demand for high-quality, consistent paint finishes across diverse industries. The market, estimated at $500 million in 2025, is projected to exhibit a compound annual growth rate (CAGR) of 6% from 2025 to 2033, reaching approximately $800 million by 2033. This growth is fueled by several key factors: the expanding automotive and manufacturing sectors requiring precise paint application, the rising adoption of automated painting systems in industrial settings, and the growing need for efficient and reliable pressure regulation in the food and pharmaceutical industries to maintain hygiene and product quality. Furthermore, advancements in regulator technology, such as the development of more precise and energy-efficient multi-stage regulators, are contributing to market expansion. The single-stage segment currently dominates, but multi-stage regulators are gaining traction due to their superior performance and control. Geographical distribution reveals a strong presence across North America and Europe, attributed to the established manufacturing base and higher adoption rates of advanced painting technologies. Asia Pacific is anticipated to demonstrate the fastest growth, driven by rapid industrialization and increasing infrastructure development in countries like China and India. However, factors such as fluctuating raw material prices and the potential for regulatory changes in certain regions could pose challenges to market growth. The competitive landscape is relatively fragmented, with key players like Anest Iwata, ECCO Finishing, Krautzberger, Marsh Bellofram, and Pro-Tek competing based on product innovation, technological advancements, and geographical reach. Future growth will depend on successful strategies to address environmental concerns related to paint usage, as well as the ongoing adoption of Industry 4.0 technologies in the paint application process.

The global watercolor paints market is experiencing robust growth, driven by increasing popularity of art as a hobby and therapeutic activity, coupled with rising disposable incomes in emerging economies. The market size in 2025 is estimated at $1.5 billion, exhibiting a Compound Annual Growth Rate (CAGR) of 5.5% from 2025 to 2033. This growth is fueled by several key trends, including the rise of online art tutorials and communities, the increasing demand for high-quality professional-grade paints, and the expanding popularity of watercolor techniques in various creative applications such as illustration, design, and even therapeutic arts. The market segmentation reveals a strong demand across both professional and beginner segments, with online sales channels witnessing significant growth. Leading brands like Winsor & Newton, Schmincke, and Daniel Smith dominate the market, leveraging their established reputations for quality and innovation. However, the market also faces certain restraints such as the availability of cheaper alternatives and fluctuating raw material prices which can impact profitability. Nevertheless, the overall positive outlook suggests a promising future for the watercolor paints market. Further analysis reveals regional variations in market share. North America and Europe currently hold the largest shares due to established art markets and high consumer spending. However, significant growth potential exists within the Asia-Pacific region, particularly in countries like China and India, due to rising middle-class incomes and expanding art education initiatives. The segmentation by application (online vs. offline) reflects the ongoing shift towards online retail channels, offering convenience and wider product accessibility to a growing global customer base. The forecast period suggests continued market expansion, driven by innovative product developments, expanding distribution networks, and the sustained interest in watercolor painting as a creative pursuit. Continued investment in research and development within the industry will further enhance product quality and broaden the appeal to both seasoned artists and enthusiastic beginners.

The global art supplies for painting market is experiencing robust growth, driven by increasing participation in artistic pursuits, rising disposable incomes in developing economies, and the expansion of online retail channels. The market, estimated at $15 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 5% from 2025 to 2033, reaching approximately $22 billion by 2033. This growth is fueled by several key trends: the rise of online art classes and tutorials fostering wider adoption of painting as a hobby, the increasing popularity of DIY and craft activities, and a growing demand for high-quality, specialized art supplies catering to both amateur and professional artists. While the market benefits from a broad consumer base across age groups and skill levels, potential restraints include fluctuations in raw material prices (particularly pigments and natural fibers) and the impact of economic downturns on discretionary spending. Segmentation reveals that online sales are experiencing faster growth compared to offline channels, reflecting the evolving retail landscape and convenience offered by e-commerce platforms. Within product types, paints (including acrylics, oils, and watercolors) constitute the largest segment, followed by brushes and canvases. The North American and European regions currently hold the largest market shares, but significant growth opportunities exist in Asia-Pacific, particularly in India and China, driven by rising middle-class populations and increased interest in art. The market is highly fragmented, with numerous large and small players competing across various product categories and geographical regions. Key success factors for market participants include developing innovative products, building strong brand recognition, optimizing supply chains, and leveraging digital marketing strategies to engage with target audiences. The emphasis on sustainability and environmentally friendly art supplies is also gaining traction, creating opportunities for businesses that prioritize ethical sourcing and eco-conscious practices. Further segmentation analysis reveals differences in preferences across regions. For example, the demand for specific paint types, such as traditional watercolors, might be higher in established art markets like Europe, while the preference for acrylics due to their versatility and affordability is likely more pronounced in emerging markets. The ongoing evolution of art techniques and the incorporation of digital tools into painting practices further contributes to a dynamic and evolving market landscape.

Paint Defects

## Overview

Paint Defects is a dataset for instance segmentation tasks - it contains Cracks annotations for 455 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).