Dump Studio: Less Arranging, More Living - with Local Gemma
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built I recently started creating content on Instagram, and discovered that a “casual photo dump” takes a surprisingly deliberate amount of work. Choosing the photos is only the beginning. Then come the arrangements, backgrounds, fonts, tiny decorations, and the task of making separate slides feel…
This is a story about a new tool called Dump Studio, created by a local developer named Gemma. The tool uses artificial intelligence to help people create Instagram photo posts with less effort.
The process starts with the user writing a brief description of the photo post they want to create, such as "Beach weekend, sunset colours, playful scrapbook with postcards and film strips." Dump Studio then uses an AI model called Gemma, running locally through a tool called Ollama, to generate three design suggestions based on that brief.
The AI model suggests a composition, a title, supporting text, a color palette, and geometry hints for the design. The user can then choose one of the generated suggestions to work with. They can add their own photos to the canvas, adjust text, colors, stickers, and frames, and apply filters to the photos.
Dump Studio provides eight different composition templates to work with, including coastal postcards, film strips, contact sheets, and scrapbook collages. Users can edit the composition, resize, rotate, and move elements around, and apply filters to the photos. The editor also includes a continuous canvas with slide guides and individual slide previews.
When the user is satisfied with their design, they can export the five numbered slides as PNG files, all 1080 x 1350 pixels in size. The export can be done as a ZIP file containing the five PNG images, or as a single complete spread. The tool saves the project locally, so the user can continue working on it later without needing to upload their photos or the design.
The main benefits of using Dump Studio are that it reduces the amount of repetitive work needed to create an Instagram post. Users can describe the vibe they want for their post, and the AI takes care of generating three design options to compare. They can then add their own photos, adjust the details, and export the final post with just a few clicks.
Gemma emphasizes that the AI model is only used to help with the planning and design of the post, not to generate the photos themselves. All of the photos, text, and decorations are editable canvas layers that the user can modify directly. The AI model also checks the generated designs for overlapping frames, unreadable colors, and empty slides, and attempts to fix any issues before presenting the options to the user.
The developer sees Dump Studio as a tool to help people who have a lot of photos on their camera roll, but whose motivation to arrange and edit them can be low. By automating some of the repetitive steps, the tool allows users to create a polished photo post with less effort. The end result is that the user can still make the creative decisions, but with fewer boxes to move before they can share their post on Instagram.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.