SEED-Data-Edit

SEED-Data-Edit is a hybrid dataset for instruction-guided image editing with a total of 3.7 image editing pairs, which comprises three distinct types of data: Part-1: Large-scale high-quality editing data produced by automated pipelines (3.5M editing pairs). Part-2: Real-world scenario data collected from the internet (52K editing pairs). Part-3: High-precision multi-turn editing data annotated by humans (95K editing pairs, 21K multi-turn rounds with a maximum… See the full description on the dataset page: https://huggingface.co/datasets/AILab-CVC/SEED-Data-Edit.

GPT-Image-Edit-1.5M A Million-Scale, GPT-Generated Image Dataset

📃Arxiv | 🌐 Project Page | 💻Github GPT-Image-Edit-1.5M is a comprehensive image editing dataset that is built upon HQ-Edit, UltraEdit, OmniEdit and Complex-Edit, with all output images regenerated with GPT-Image-1.

  📣 News

[2025.08.20] 🚀 We provide a script for multi-process downloading. See Multi-process Download. [2025.07.27] 🤗 We release GPT-Image-Edit, a state-of-the-art image editing model with… See the full description on the dataset page: https://huggingface.co/datasets/UCSC-VLAA/GPT-Image-Edit-1.5M.

The Region-Aware Diffusion for Zero-Shot Text-Driven Image Editing dataset is used to evaluate the ability of models to edit images based on text descriptions.

Dataset Card for HQ-EDIT

HQ-Edit, a high-quality instruction-based image editing dataset with total 197,350 edits. Unlike prior approaches relying on attribute guidance or human feedback on building datasets, we devise a scalable data collection pipeline leveraging advanced foundation models, namely GPT-4V and DALL-E 3. HQ-Edit’s high-resolution images, rich in detail and accompanied by comprehensive editing prompts, substantially enhance the capabilities of existing image editing… See the full description on the dataset page: https://huggingface.co/datasets/UCSC-VLAA/HQ-Edit-data-demo.

Learning to follow image editing instructions.

Image Editor Market Outlook

The global image editor market size is projected to grow significantly, reaching an estimated USD 4.7 billion by 2032, up from USD 2.1 billion in 2023, driven by a robust CAGR of 8.5% over the forecast period. This growth trajectory is fueled by the increasing demand for digital content creation across various platforms and the need for sophisticated image editing tools that cater to both personal and professional use. The proliferation of social media and the surge in smartphone photography have notably contributed to the rising demand for image editing software and services, making it an integral part of many users’ digital toolkits.

The primary growth driver of the image editor market is the widespread adoption of digital devices and social media platforms. As smartphone cameras continue to improve in quality, users are increasingly looking for advanced editing capabilities to enhance their photos before sharing them on social networks. This trend is not just limited to individual users but extends to businesses and enterprises that wish to maintain a strong online presence. The marketing strategies of businesses now heavily rely on visually appealing content, necessitating the use of professional-grade image editing software that can transform ordinary photos into compelling visuals.

Furthermore, the education sector is witnessing rapid digital transformation, which is driving the demand for image editor tools. Educational institutions are increasingly incorporating visual aids in their teaching methodologies, and image editing software helps create engaging and illustrative educational materials. Students and educators alike utilize these tools for projects, presentations, and research, further propelling market growth. Additionally, there is a notable trend towards online learning, which encourages the use of visually rich content to enhance learner engagement and understanding, thereby amplifying the need for sophisticated image editing tools.

Another significant growth factor is technological advancements in the field of artificial intelligence and machine learning, which are being integrated into image editing software. These technologies allow for features like automatic enhancements, intelligent cropping, and content-aware edits, which simplify the editing process and improve productivity. Users are drawn to these advanced functionalities that offer professional results with minimal manual intervention. Moreover, the integration of AI in image editors is creating new opportunities in the market by enabling features such as facial recognition and object identification, which are particularly useful in commercial applications.

Regionally, North America holds a substantial share of the image editor market, driven by the presence of major technology firms and a high concentration of professional content creators. The region benefits from a technologically savvy population and a strong emphasis on digital marketing, which demands high-quality image content. Europe follows closely, with rising investments in digital content and advertising. The Asia Pacific region is expected to exhibit the highest growth rate during the forecast period, with a surge in internet penetration and smartphone adoption driving the demand for image editing tools. The growing influence of social media and the rise of e-commerce in countries like India and China further contribute to the expansion of the market in this region.

Component Analysis

The image editor market is segmented by component into software and services, each playing a critical role in shaping the dynamics of the market. Software, particularly, dominates the segment as it encompasses a wide range of applications from basic photo editing tools to advanced professional suites. With the evolution of technology, image editing software has become more accessible and user-friendly, appealing to a broader audience beyond just professional photographers and graphic designers. The development of mobile applications has made editing on-the-go possible, making software a pivotal component in the market expansion.

Services, while forming a smaller portion of the market, are essential, especially for enterprises and educational institutions that require tailored solutions. These services include software installation, customization, training, and ongoing support, ensuring users maximize the potential of their image editing tools. The demand for these services is growing as organizations seek to train employees on efficient software use and leverage advanced features to achieve their marketing and br

50,000 Sets - Image Editing Data. The editing types include human attribute editing, image semantic editing, and image structure editing. The editing targets cover scenes such as people, animals, goods, plants, and landscapes. In terms of annotation, based on the editing instructions, the targets that need to be edited in the image are edited. The data can be used for tasks such as image synthesis, data augmentation, and virtual scene generation.

The global image editing software market, valued at $996.3 million in 2025, is projected to experience robust growth, driven by several key factors. The increasing adoption of smartphones with high-quality cameras and the rising demand for visually appealing content across social media and professional platforms are major contributors to this expansion. Furthermore, the growing popularity of online content creation, including blogging, vlogging, and e-commerce, fuels the need for sophisticated image editing capabilities. The market's segmentation reveals a significant demand across diverse applications, with individual users, educational institutions, and commercial enterprises all contributing to market growth. The availability of both RAW and non-RAW editing software caters to various user needs and skill levels, contributing to market diversification. While the dominance of established players like Adobe is undeniable, the emergence of innovative software and subscription models fosters competition, leading to continuous improvement in features and affordability. The market's growth is further facilitated by advancements in artificial intelligence (AI) which power increasingly sophisticated automated editing tools. Looking forward, the 6.4% CAGR projected for the forecast period (2025-2033) suggests sustained market expansion. This growth will likely be influenced by ongoing technological advancements, such as enhanced AI capabilities within editing software and the integration of VR/AR technologies. Geographic distribution will continue to play a significant role, with North America and Europe maintaining substantial market shares. However, rapid technological adoption in emerging economies within Asia-Pacific and other regions is poised to drive considerable future growth. Market restraints may include the relatively high cost of professional-grade software and the learning curve associated with mastering complex editing tools. However, the ongoing development of user-friendly interfaces and cloud-based solutions is mitigating these factors and contributing to broader market penetration.

A new language-guided image editing dataset that contains a large number of real image pairs with corresponding editing instructions.

Discover Market Research Intellect's Image Editing Software Market Report, worth USD 5.9 billion in 2024 and projected to hit USD 9.4 billion by 2033, registering a CAGR of 6.7% between 2026 and 2033.Gain in-depth knowledge of emerging trends, growth drivers, and leading companies.

The global image editing software market size was $900 million in 2022 and will grow to surpass $1,711 million by 2030 with a CAGR of 7.1%.

Image Editing Software Market Outlook

The global image editing software market size was valued at approximately USD 3.2 billion in 2023 and is projected to grow at a compound annual growth rate (CAGR) of 8.5% from 2024 to 2032, reaching an estimated USD 6.7 billion by the end of the forecast period. The market is driven by the increasing demand for advanced image editing tools from both personal and commercial users, coupled with the rapid advancements in technology, which are enhancing the capabilities of software products. The surging use of social media and the need for high-quality content creation are significant growth factors contributing to the robust expansion of this market.

A primary growth factor for the image editing software market is the proliferation of digital platforms and social media networks, which have become ubiquitous in modern communication and marketing strategies. As individuals and businesses strive to create visually engaging content, there is an increased demand for sophisticated software that can enhance images, correct imperfections, and add creative touches. The rise of influencers and content creators, who require top-notch image processing tools to maintain a competitive edge, is further bolstering the market demand. Moreover, the widespread availability of high-quality cameras, including those integrated into smartphones, has made image capturing more accessible than ever, subsequently driving the need for powerful editing software.

Technological advancements are another crucial factor driving the growth of the image editing software market. The integration of artificial intelligence (AI) and machine learning algorithms into image editing tools has revolutionized the industry by automating complex editing tasks, improving efficiency, and delivering superior outcomes. These innovations enable even novice users to produce professional-grade images, thus expanding the market's user base. Enhanced features like real-time editing, cloud-based storage, and collaborative platforms are attracting both individual users and enterprises seeking to streamline their creative processes. As these technologies continue to evolve, they are expected to unlock new opportunities and spur further market growth.

Additionally, the increasing trend of remote working and the digital transformation of businesses across various sectors are fueling the demand for image editing software. Enterprises are leveraging these tools for marketing, brand promotion, and internal communication purposes. Educational institutions are also adopting image editing software to support virtual learning environments, enriching educational content, and enhancing e-learning experiences. The expanding application scope in diverse industries underscores the softwareÂ’s versatility and its critical role in modern digital ecosystems, which in turn catalyzes market expansion.

As the demand for high-quality visual content continues to rise, the role of Photography Editing Software becomes increasingly significant. These specialized tools are designed to cater to the unique needs of photographers, offering advanced features such as RAW image processing, color correction, and lens distortion adjustments. With the growing popularity of digital photography and the proliferation of high-resolution cameras, both amateur and professional photographers are seeking software solutions that can enhance their creative output and streamline their workflows. The integration of AI and machine learning in these tools further simplifies complex editing tasks, allowing photographers to focus more on their artistic vision rather than technical adjustments. As a result, Photography Editing Software is becoming an essential component in the toolkit of modern photographers, driving its demand and contributing to the overall growth of the image editing software market.

Regionally, North America holds a dominant position in the image editing software market, attributed to the presence of major software developers and the high adoption rate of advanced technologies in the region. However, the Asia Pacific region is anticipated to witness the highest growth rate during the forecast period, driven by the increasing penetration of internet services, the burgeoning digital media sector, and the rising disposable incomes of consumers. The growing trend of digitalization across various industries in countries like China and India presents significant opportunities for market players. Europe also contributes significantly to the market, with a strong focus o

Adobe Photoshop is the most popular graphics and photo editing software product in 2025, as around a ***** of customers using this type of product choose this Adobe offering. Other Adobe solutions such as Creative Suite and Creative Cloud are also popular products in the market. Purpose of a graphics and photo editing software Photo editing software is a tool that enables users to change or enhance digital photographs. This editing software has a broad range from being a basic editor to a package with an advanced set of tools, aiding in creation of a new image from a composite of several photos or images. An example of a basic editor that helps make chromatic enhancements would be Snapseed on Android. As for an advanced editor, Adobe Photoshop helps create composites from numerous images and processes raw photos from a professional DSLR or Mirrorless camera. Market drivers The advancement in equipment and the increasing affordability of cameras—from the developments seen in mirrorless camera offerings to improving size and quality of smartphone camera sensors—is one of the driving factors for the photo editing software market. In parallel with the use of advanced AI and computational photography, this development has just made it easier for users and consumers, from beginners to professionals, to modify and enhance the quality of the photographs. This advancement in technology and the growing smartphone market will boost the growth of the graphics and editing software market.

The image editing software market, currently valued at $1038.7 million in 2025, is projected to experience robust growth, driven by several key factors. The increasing adoption of smartphones with high-quality cameras and the rising demand for visually appealing content across social media and professional platforms are major catalysts. Furthermore, advancements in artificial intelligence (AI) are leading to sophisticated features like automated background removal, intelligent object selection, and enhanced photo enhancement capabilities, boosting user adoption and market expansion. The market's segmentation likely includes consumer-grade applications targeting individual users and professional-grade solutions catering to graphic designers, photographers, and businesses needing advanced editing tools. Competitive intensity is high, with established players like Adobe and Corel vying for market share alongside innovative startups offering niche solutions or subscription models. The continuous evolution of editing techniques and the integration of cloud-based services are expected to shape future market trends. The projected Compound Annual Growth Rate (CAGR) of 6.6% indicates a steady expansion of the market throughout the forecast period (2025-2033). However, potential restraints could include the rise of free or low-cost editing applications, the increasing complexity of professional software, and the potential for market saturation in specific segments. Nevertheless, continuous innovation in features, ease of use, and cross-platform compatibility will be crucial for sustaining growth. Geographical expansion into emerging markets with growing internet and smartphone penetration will also contribute to the overall market expansion. The market likely shows regional variations, with North America and Europe potentially holding larger shares due to higher technological adoption and spending power, while Asia-Pacific could experience faster growth due to its expanding digital economy.

Previous Photo Editing

## Overview

Previous Photo Editing is a dataset for instance segmentation tasks - it contains Cracks annotations for 4,312 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).

Image/Photo Editing Software Market Outlook

According to our latest research, the global Image/Photo Editing Software market size was valued at USD 5.28 billion in 2024 and is poised to reach USD 10.94 billion by 2033, growing at a robust CAGR of 8.6% during the forecast period from 2025 to 2033. The upward trajectory of the market is primarily driven by increasing digitization, the proliferation of social media platforms, and the rising demand for high-quality visual content across commercial and personal domains. As per our comprehensive analysis, the market continues to benefit from the convergence of advanced image processing technologies, artificial intelligence, and cloud-based collaborative workflows.

A significant growth factor in the Image/Photo Editing Software market is the exponential rise in content creation, fueled by social media influencers, digital marketing agencies, and e-commerce businesses. The democratization of photography through smartphones and affordable digital cameras has generated unprecedented volumes of images that require editing and enhancement. This has led to a surge in demand for intuitive, feature-rich image editing solutions that cater to both amateur and professional users. Furthermore, advancements in AI-powered editing tools, such as automated retouching, background removal, and intelligent filters, have made photo editing more accessible and efficient, thereby expanding the user base and driving market growth.

Another crucial driver is the adoption of cloud-based image editing platforms, which offer seamless collaboration, scalability, and remote access. Enterprises and creative professionals increasingly prefer cloud solutions for their ability to facilitate real-time teamwork, enable storage of large image libraries, and support integration with other creative tools. The shift towards remote work, accelerated by the global pandemic, has further bolstered the adoption of these cloud-based platforms, as organizations seek flexible and secure solutions for distributed teams. Additionally, ongoing investments in cybersecurity and data privacy measures have enhanced user confidence in cloud-based image editing software, contributing to sustained market expansion.

The educational sector also plays a pivotal role in propelling the Image/Photo Editing Software market. Educational institutions, ranging from schools to universities, are incorporating visual literacy and digital arts into their curricula, necessitating the use of professional-grade editing tools. The growing emphasis on STEAM (Science, Technology, Engineering, Arts, and Mathematics) education and the increasing popularity of online learning platforms have made image editing software an essential resource for both educators and students. Moreover, the availability of discounted or free licenses for educational use has broadened access and encouraged early adoption among younger generations, ensuring a steady pipeline of future users.

In the realm of image processing, Raster Image Processor Software plays a crucial role in enhancing the efficiency and quality of photo editing tasks. This software is integral to converting vector images into raster images, which are essential for high-resolution printing and detailed image manipulation. As the demand for high-quality visual content continues to rise, the capabilities of Raster Image Processor Software are becoming increasingly important for both amateur and professional users. This software not only streamlines the editing process but also ensures that the final output meets the exacting standards required in today's competitive digital landscape. With advancements in technology, modern Raster Image Processor Software offers enhanced features such as color management, image scaling, and support for various file formats, making it an indispensable tool in the image editing toolkit.

From a regional perspective, North America continues to dominate the Image/Photo Editing Software market, accounting for the largest market share in 2024. This leadership is attributed to the high concentration of creative professionals, tech-savvy consumers, and leading software vendors in the region. However, the Asia Pacific region is expected to witness the fastest growth, driven by rapid urbanization, increasing internet penetration, and the burgeoning digital economy in countries such as

The portable image editor software market is experiencing robust growth, driven by the increasing demand for user-friendly, accessible image editing tools across various devices. The market's accessibility and affordability, coupled with the rising adoption of smartphones and tablets, are key factors fueling this expansion. While precise market sizing data was not provided, a reasonable estimation based on similar software markets and considering the CAGR (let's assume a conservative CAGR of 15% for illustrative purposes), suggests a 2025 market size of approximately $250 million. This is projected to grow significantly over the forecast period (2025-2033), with the CAGR indicating substantial year-on-year expansion. The market is segmented by various software types, including raster, vector, and specialized editors, each catering to different user needs and skill levels. The competitive landscape is diverse, encompassing both established players like GIMP and emerging startups offering niche solutions. The growth trajectory is influenced by several factors. The increasing demand for image editing in social media and online content creation is a significant driver. The continuous improvement in mobile device processing power and storage capacity also enables more sophisticated image editing capabilities on portable devices. Restraints include the potential for market saturation in certain segments and the ongoing competition from established photo editing suites with broader functionalities. However, the portability and convenience offered by portable image editors are expected to sustain market growth, making it a lucrative space for both existing and new players. The rise of cloud-based image editing services also represents a significant future trend, potentially impacting the market in the years to come. Furthermore, the incorporation of AI-powered features such as automatic enhancements and object removal is poised to become a key differentiating factor in the market.

Global Image Editing Software Market is poised to witness substantial growth, reaching a value of USD 38.97 Billion by the year 2033, up from USD 16.10 Billion attained in 2024. The market is anticipated to display a Compound Annual Growth Rate (CAGR) of 10.32% between 2025 and 2033.

The Global Image Editing Software market size to cross USD 38.97 Billion in 2033. [https://edison.valuemarketresea

Text-guided image editing using diffusion models

Dataset

This dataset was created by wb-08

Contents