Batch optimize images for web from the command line

Each of the best image formats for web admits some kind of optimization. Lossy formats like JPEG or WEBP may be optimized using measurements of perceptual quality to tune the quality factor or the color subsampling setting. Compared to the quality factor of the compression algorithm, this kind of metrics manage to better capture the actual impact in terms of visual quality. Lossless formats like PNG and GIF also admit some kind of optimization by filtering the image and adjusting the bit depth (as a kind of soft lossy compression).

Format conversion can be easily done with many applications. An example are the image editors included by default in the operative systems, like Preview in macOS. We have also more advanced free and open source libraries that can be used in the command line. For instance, converting an image to WEBP with ImageMagick could be as easy as:

convert input.jpg -quality 75 output.webp

However, get the best of every format to be used on the web is not an easy task, than can involve several tools and parameters. For instance, once of the best ways to optimize PNG images is using PNGQuant or Gifsicle for GIF images. While compressing JPEG images demands complex parametrizations for the best performance.

We have packaged all this tools and all our knowledge as a SAAS to provide best in class tools to build image transformation and optimization workflows for web. Moreover, our graphical interface simplifies bulk image processing with online wysiwyg tools. So, you can easily convert and edit all your images directly from your browser.

image formats bulk image converter

Since Abraia is built on an API first approach, it also provides a command line tool for image optimization (Abraia CLI). Because sometimes you just need to convert or optimize a batch o images in a local folder. Thus this tool simplifies to compress all your JPEG, PNG, and WebP images contained in a local folder.

Batch image optimization terminal

Abraia supports a long list of formats as input images and allows to get optimized images in the formats that can be currently used in the web, like JPEG, WEBP, PNG, or GIF. Moreover, it supports a number of transformations that can be applied to image batches. So you can easily convert and optimize your images to be published on the web with the best balance between quality and file size.

Abraia CLI tool installation

Abraia CLI is a multiplatform tool (Windows, Mac, Linux) easy to install, it just requires Python 2.6.5 or higher. So, if you are on Windows install Python, or continue if you are a Mac or Linux user.

Open a terminal (command line) and write the commands bellow to install or upgrade Abraia CLI:

pip install -U abraia
abraia --version

The first time you run Abraia CLI you need to configure your API key, just write the command bellow and paste your API key in the command line:

$ abraia configure
Abraia Key []: your_abraia_key

Now, you are ready to perfectly resize, convert, and optimize all your images in a folder, writing a simple command.

Resize and optimize your images

Optimizing images preserving your selected web format is so easy as writing the command abraia followed by the subcomand optimize and the path to be optimized (image filename or folder path). By default it always creates a file or folder copy with the image results.

abraia optimize [path]

You can also resize your images just specifying the target width or height. For example, to get a set of images with a fixed width of 300px preserving the aspect ratio of each image:

abraia optimize --width 300 [path] [dest]

To automatically crop all yur images contained in a folder structure using our smart cropping technology, you just need to specify both the width and the height of the output image.

abraia optimize --width 300 --height 300 [path] [dest]

Convert image formats for web

Converting image formats is also easy, because you just need to specify the output filename. So this name will be used to infer the target image format from the filename extension.

Convert image to JPG

The JPEG image format is the best format to publish photos on the web. So, you must convert all your images to JPG before to publish them on the web. However, convert the image to JPEG is not going to be enough to serve the image in the right way. You also need to perform some optimizations, the image must be resized, or better served as responsive image, and compressed with the right parameters.

abraia optimize --width 1920 garlic-original.jpg garlic-optimized.jpg
garlic original with metadata
garlic optimized with no metadata

The command before limit the maximum size of the image to a width of 1920 pixels (FullHD viewport) and perform the JPEG compression. The service choose the right compression parameters to get the best result. The image have been reduced from 452kB to 240kB.

Convert image to PNG

The PNG image format is commonly used for graphics and transparent images. It can produce heavy images when it is used for photos with transparent background. In this cases, it needs to be optimized using tools like pngquant or be converted to webp. The problem using webp is that it does not work on Safari.

abraia optimize strawberry.psd strawberry.png
transparent strawberry png24
transparent strawberry png8

The command before convert a photoshop psd file with transparent background to PNG and optimize it reducing the color depth to 8 bits (PNG8). The image weight is reduced from 815kB on PNG24 (24 bits of color depth) to 293kB on PNG8 (8 bits of color depth). However, if we can use the WebP format, we can save 188kB with regard the optimized PNG.

abraia optimize strawberry.png strawberry.webp

Convert image to GIF

The GIF format is mainly used with short and low cuality animations, because is universally supported. Usually it is a better choice to use the MP4 video format for animations. This reduce the file size and provides much better quality. For animations it is also a better option to use WebP, but the recomended format is MP4 video. In some cases, specially with a very low number of colors and size, it can provides some weight reduction respect the PNG format.

abraia optimize strawberry.png strawberry.gif

You can easily convet images to GIF and check if this provides some benefit, but take into account the previous recomendations.

Convert PSD to JPG

A .PSD file is a layered image file used in Adobe PhotoShop. PSD is a proprietary file format used by default by Photoshop for saving data. When an image is complete, the layers must be flatten and converted to a non-propietary file format to be shared, like (JPG and PNG). Once a PSD image has been flatten by conversion, it cannot be converted back to PSD and the user can no longer work with the image's layers. So the PSD format is used for editing, and the result is exported to be used on web.

abraia optimize strawberry.psd strawberry.jpg

The previous command just convert a PSD file to be used on web, adding a white background in this case because the JPG format is used (it does not support transparency). You can easily export a batch of Photoshop files with a simple command. Just copy your PSD files to a folder, for instance the photoshop folder, and convert all the files in that folder.

abraia optimize photoshop

Converting between image formats and optimizing them to be used on the web can be an overwhelming task which demands more simple tools to provide the best results with the lowest cost.

Watermark your images and photos

Using templates, you can easily watermark and edit a set of images to make they look consistent in your site or social media channel. This can be made creating a template with the graphical editor in the Abraia console.

Once created the template, you can start using it to brand your images by batches.

abraia optimize --action brand.atn [path] [dest]

With this simple command your are going to edit and compress all your images with the created template. You can also take advantage from our smart cropping technology to automatically crop and edit your images preserving the content and aesthetics, or to automatically create photo collages and compositions.