OCR any EPS

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OCR, or Optical Character Recognition, is a technology used to convert different types of documents, such as scanned paper documents, PDF files or images captured by a digital camera, into editable and searchable data.

In the first stage of OCR, an image of a text document is scanned. This could be a photo or a scanned document. The purpose of this stage is to make a digital copy of the document, instead of requiring manual transcription. Additionally, this digitization process can also help increase the longevity of materials because it can reduce the handling of fragile resources.

Once the document is digitized, the OCR software separates the image into individual characters for recognition. This is called the segmentation process. Segmentation breaks down the document into lines, words, and then ultimately individual characters. This division is a complex process because of the myriad factors involved -- different fonts, different sizes of text, and varying alignment of the text, just to name a few.

After segmentation, the OCR algorithm then uses pattern recognition to identify each individual character. For each character, the algorithm will compare it to a database of character shapes. The closest match is then selected as the character's identity. In feature recognition, a more advanced form of OCR, the algorithm not only examines the shape but also takes into account lines and curves in a pattern.

OCR has numerous practical applications -- from digitizing printed documents, enabling text-to-speech services, automating data entry processes, to even assisting visually impaired users to better interact with text. However, it is worth noting that the OCR process isn't infallible and may make mistakes especially when dealing with low-resolution documents, complex fonts, or poorly printed texts. Hence, accuracy of OCR systems varies significantly depending upon the quality of the original document and the specifics of the OCR software being used.

OCR is a pivotal technology in modern data extraction and digitization practices. It saves significant time and resources by mitigating the need for manual data entry and providing a reliable, efficient approach to transforming physical documents into a digital format.

Frequently Asked Questions

What is OCR?

Optical Character Recognition (OCR) is a technology used to convert different types of documents, such as scanned paper documents, PDF files or images captured by a digital camera, into editable and searchable data.

How does OCR work?

OCR works by scanning an input image or document, segmenting the image into individual characters, and comparing each character with a database of character shapes using pattern recognition or feature recognition.

What are some practical applications of OCR?

OCR is used in a variety of sectors and applications, including digitizing printed documents, enabling text-to-speech services, automating data entry processes, and assisting visually impaired users to better interact with text.

Is OCR always 100% accurate?

While great advancements have been made in OCR technology, it isn't infallible. Accuracy can vary depending upon the quality of the original document and the specifics of the OCR software being used.

Can OCR recognize handwriting?

Although OCR is primarily designed for printed text, some advanced OCR systems are also able to recognize clear, consistent handwriting. However, typically handwriting recognition is less accurate because of the wide variation in individual writing styles.

Can OCR handle multiple languages?

Yes, many OCR software systems can recognize multiple languages. However, it's important to ensure that the specific language is supported by the software you're using.

What's the difference between OCR and ICR?

OCR stands for Optical Character Recognition and is used for recognizing printed text, while ICR, or Intelligent Character Recognition, is more advanced and is used for recognizing hand-written text.

Does OCR work with any font and text size?

OCR works best with clear, easy-to-read fonts and standard text sizes. While it can work with various fonts and sizes, accuracy tends to decrease when dealing with unusual fonts or very small text sizes.

What are the limitations of OCR technology?

OCR can struggle with low-resolution documents, complex fonts, poorly printed texts, handwriting, and documents with backgrounds that interfere with the text. Also, while it can work with many languages, it may not cover every language perfectly.

Can OCR scan colored text or colored backgrounds?

Yes, OCR can scan colored text and backgrounds, although it's generally more effective with high-contrast color combinations, such as black text on a white background. The accuracy might decrease when text and background colors lack sufficient contrast.

What is the EPS format?

Adobe Encapsulated PostScript

The Encapsulated PostScript (EPS) file format stands as a significant legacy in the realms of graphic design, publishing, and digital art. Developed by Adobe Systems in the late 1980s, EPS emerged as a versatile, cross-platform format designed for the exchange of graphic content. It permits users to incorporate high-quality graphic images and text within a single file, making it a preferred choice for a wide variety of applications, including complex print jobs and high-resolution imaging tasks. At its core, EPS is essentially a PostScript program, saved in the form of a file, which instructs printers and other imaging devices on how to render the visual elements it contains.

One of the defining characteristics of the EPS format is its compatibility with another Adobe creation, Adobe Illustrator, along with other vector graphic editors. This relationship underscores the format's focus on precision and scalability. Unlike raster images that lose clarity when scaled up, EPS files maintain their high quality regardless of scaling, thanks to their basis in mathematical equations rather than pixel arrays. This vector nature allows for seamless resizing, making EPS an ideal format for logos, illustrations, and any graphic that requires frequent resizing without degradation.

EPS files encapsulate not just vector graphics but also raster images, enabling a broad spectrum of use cases. This dual capability makes EPS uniquely versatile, supporting complex compositions that include both sharp vector lines and detailed photographic images. Additionally, an EPS file often includes a low-resolution preview image, typically in TIFF or WMF format. This preview facilitates quick viewing on screen without the need to process the entire PostScript code, which can be resource-intensive, particularly for older or less powerful computing systems.

Understanding the technical structure of an EPS file reveals its adaptability and sophistication. At its most basic, an EPS file comprises three primary parts: the header, the PostScript section, and sometimes, the preview section. The header is a short segment at the beginning of the file, containing information crucial for identifying and processing the file type. It includes the '%!PS-Adobe' tag, indicating the file is in the PostScript language, followed by version information and comments detailing the bounding box (the rectangular area that encloses all the graphical content), which is vital for proper alignment and scaling in various applications.

The heart of an EPS file is its PostScript section, a powerful scripting language developed by Adobe for electronic and desktop publishing. The PostScript code defines everything from basic shapes to complex graphics and layouts. It supports a wide array of graphic operations, including line art, text rendering, color specification, and shading, among others. Given its scripting nature, PostScript is highly flexible, enabling the generation of dynamic graphics through programmable logic. This aspect of EPS files allows for the automation of various graphic processes, a feature particularly valuable in large-scale publishing environments.

The optional preview image in an EPS file serves a pragmatic purpose, especially in environments where PostScript processing is not directly available. Without the need for the full PostScript engine, this preview enables software applications to display a quick and dirty representation of the EPS content, thus improving the file's accessibility and usability across different platforms and software. However, this preview image has limitations in quality and resolution, serving only as a visual reference rather than a substitute for the full-quality image.

In addition to its inherent qualities, the compatibility of EPS files with other software is a key factor in their widespread use. Most professional graphic design and publishing software support EPS format, either natively or through plugins. This wide acceptance ensures that files can be easily shared and processed across various platforms and applications, enhancing collaborative workflows and maintaining the integrity of graphic projects. Moreover, the EPS format's ability to encapsulate both text and graphics in a single file simplifies the management of complex documents, streamlining the design-to-print process.

Despite its many advantages, the EPS format faces challenges and limitations in the contemporary digital landscape. The rise of alternative vector formats, such as SVG (Scalable Vector Graphics), and the increasing prevalence of web-based graphics have somewhat diminished the dominance of EPS. SVG, in particular, offers advantages in web environments due to its XML-based structure, compatibility with modern web browsers, and support for interactive and dynamic content. Moreover, the relatively large file sizes and the necessity for a PostScript interpreter can make EPS less suitable for certain applications, especially those involving web graphics or mobile environments where resources are more constrained.

Security considerations also come into play with EPS files, given their capability to contain executable PostScript code. Malicious code can potentially be embedded within an EPS file, posing risks to unsuspecting users. As such, caution is advised when opening EPS files from untrusted sources, and modern graphic design software may impose restrictions or warnings when processing such files. This security concern underscores the importance of maintaining up-to-date software and adhering to best practices in digital security, especially for professionals working with complex graphic documents.

The process of creating and editing EPS files typically involves specialized graphic design software, such as Adobe Illustrator, CorelDRAW, or other vector graphic editing tools. These applications provide the necessary functionality to construct intricate vector graphics, integrate them with raster images if required, and export the composite in the EPS format. The editing flexibility within these software packages enables designers to tweak individual elements, adjust colors, and refine shapes, ensuring that the final output meets precise specifications. Once completed, the EPS file can be directly used in various publishing contexts or converted into other formats, depending on the needs of the project.

Conversion between EPS and other formats is a common practice in the graphic design industry, facilitated by a variety of tools and utilities. Converting an EPS file into a more widely supported format like PDF, PNG, or JPEG can be necessary for compatibility with more applications or for easier viewing and distribution. Similarly, converting other formats into EPS is useful for incorporating external graphical elements into projects that require the advanced features of the EPS format, such as high scalability and support for complex compositions. These conversion processes, while generally straightforward, must be handled carefully to preserve the quality and integrity of the original graphics.

Looking towards the future, the role of EPS files in graphic design and publishing is likely to evolve. While newer formats and technologies may overshadow EPS in certain contexts, its strengths in high-quality print production and complex graphic compositions continue to make it relevant. Advances in technology could lead to improved processing efficiency, better security measures, and enhanced compatibility with modern platforms, potentially revitalizing the EPS format for new applications. Furthermore, the enduring appreciation for quality and precision in professional graphics work ensures a continued place for EPS and similar formats in the digital arts landscape.

In conclusion, the Encapsulated PostScript format represents a significant chapter in the history of digital graphics, combining the precision of vector graphics with the detail of raster images within a versatile and scalable file format. Despite facing competition from newer formats better suited to web and mobile applications, EPS maintains its status as a robust choice for high-quality print work and complex graphic projects. Its ability to encapsulate complex compositions, along with broad software compatibility and the potential for dynamic, programmable graphics, underscores its enduring value. However, users and creators must navigate its limitations and security concerns with caution, leveraging EPS's strengths while being mindful of the evolving digital landscape.

Supported formats

AAI.aai

AAI Dune image

AI.ai

Adobe Illustrator CS2

AVIF.avif

AV1 Image File Format

AVS.avs

AVS X image

BAYER.bayer

Raw Bayer Image

BMP.bmp

Microsoft Windows bitmap image

CIN.cin

Cineon Image File

CLIP.clip

Image Clip Mask

CMYK.cmyk

Raw cyan, magenta, yellow, and black samples

CMYKA.cmyka

Raw cyan, magenta, yellow, black, and alpha samples

CUR.cur

Microsoft icon

DCX.dcx

ZSoft IBM PC multi-page Paintbrush

DDS.dds

Microsoft DirectDraw Surface

DPX.dpx

SMTPE 268M-2003 (DPX 2.0) image

DXT1.dxt1

Microsoft DirectDraw Surface

EPDF.epdf

Encapsulated Portable Document Format

EPI.epi

Adobe Encapsulated PostScript Interchange format

EPS.eps

Adobe Encapsulated PostScript

EPSF.epsf

Adobe Encapsulated PostScript

EPSI.epsi

Adobe Encapsulated PostScript Interchange format

EPT.ept

Encapsulated PostScript with TIFF preview

EPT2.ept2

Encapsulated PostScript Level II with TIFF preview

EXR.exr

High dynamic-range (HDR) image

FARBFELD.ff

Farbfeld

FF.ff

Farbfeld

FITS.fits

Flexible Image Transport System

GIF.gif

CompuServe graphics interchange format

GIF87.gif87

CompuServe graphics interchange format (version 87a)

GROUP4.group4

Raw CCITT Group4

HDR.hdr

High Dynamic Range image

HRZ.hrz

Slow Scan TeleVision

ICO.ico

Microsoft icon

ICON.icon

Microsoft icon

IPL.ipl

IP2 Location Image

J2C.j2c

JPEG-2000 codestream

J2K.j2k

JPEG-2000 codestream

JNG.jng

JPEG Network Graphics

JP2.jp2

JPEG-2000 File Format Syntax

JPC.jpc

JPEG-2000 codestream

JPE.jpe

Joint Photographic Experts Group JFIF format

JPEG.jpeg

Joint Photographic Experts Group JFIF format

JPG.jpg

Joint Photographic Experts Group JFIF format

JPM.jpm

JPEG-2000 File Format Syntax

JPS.jps

Joint Photographic Experts Group JPS format

JPT.jpt

JPEG-2000 File Format Syntax

JXL.jxl

JPEG XL image

MAP.map

Multi-resolution Seamless Image Database (MrSID)

MAT.mat

MATLAB level 5 image format

PAL.pal

Palm pixmap

PALM.palm

Palm pixmap

PAM.pam

Common 2-dimensional bitmap format

PBM.pbm

Portable bitmap format (black and white)

PCD.pcd

Photo CD

PCDS.pcds

Photo CD

PCT.pct

Apple Macintosh QuickDraw/PICT

PCX.pcx

ZSoft IBM PC Paintbrush

PDB.pdb

Palm Database ImageViewer Format

PDF.pdf

Portable Document Format

PDFA.pdfa

Portable Document Archive Format

PFM.pfm

Portable float format

PGM.pgm

Portable graymap format (gray scale)

PGX.pgx

JPEG 2000 uncompressed format

PICON.picon

Personal Icon

PICT.pict

Apple Macintosh QuickDraw/PICT

PJPEG.pjpeg

Joint Photographic Experts Group JFIF format

PNG.png

Portable Network Graphics

PNG00.png00

PNG inheriting bit-depth, color-type from original image

PNG24.png24

Opaque or binary transparent 24-bit RGB (zlib 1.2.11)

PNG32.png32

Opaque or binary transparent 32-bit RGBA

PNG48.png48

Opaque or binary transparent 48-bit RGB

PNG64.png64

Opaque or binary transparent 64-bit RGBA

PNG8.png8

Opaque or binary transparent 8-bit indexed

PNM.pnm

Portable anymap

PPM.ppm

Portable pixmap format (color)

PS.ps

Adobe PostScript file

PSB.psb

Adobe Large Document Format

PSD.psd

Adobe Photoshop bitmap

RGB.rgb

Raw red, green, and blue samples

RGBA.rgba

Raw red, green, blue, and alpha samples

RGBO.rgbo

Raw red, green, blue, and opacity samples

SIX.six

DEC SIXEL Graphics Format

SUN.sun

Sun Rasterfile

SVG.svg

Scalable Vector Graphics

SVGZ.svgz

Compressed Scalable Vector Graphics

TIFF.tiff

Tagged Image File Format

VDA.vda

Truevision Targa image

VIPS.vips

VIPS image

WBMP.wbmp

Wireless Bitmap (level 0) image

WEBP.webp

WebP Image Format

YUV.yuv

CCIR 601 4:1:1 or 4:2:2

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