Show HN: Meow – An Image File Format I made because PNGs and JPEGs suck for AI
By
kuberwastaken
One of the biggest context AI LLMs can get from images is their metadata, but it's extremely underutilized. and while PNG and JPEG both offer metadata, it gets stripped way too easily when sharing and is extremely limited for AI based workflows and offer minimal metadata entries for things that are actually useful. Plus, these formats are ancient (1995 and 1992) - it's about time we get an upgrade for our AI era. Meet MEOW (Metadata-Encoded Optimized Webfile) - an Open Source Image file format which is basically PNG on steroids and what I also like to call the purr-fect file format.
Instead of storing metadata alongside the image where it can be lost, MEOW ENCODES it directly inside the image pixels using LSB steganography - hiding data in the least significant bits where your eyes can't tell the difference, this also doesn't increase the image size significantly. So if you use any form of lossless compression, it stays.
What I noticed was, Most "innovative" image file formats died because of lack of adoption, but MEOW is completely CROSS COMPATIBLE WITH PNGs You can quite literally rename a .MEOW file to a .PNG and open it in a normal image viewer.
Here's what gets baked right into every pixel:
- Edge Detection Maps - pre-computed boundaries so AI doesn't waste time figuring out where objects start and end.
- Texture Analysis Data - surface patterns, roughness, material properties already mapped out.
- Complexity Scores - tells AI models how much processing power different regions need.
- Attention Weight Maps - highlights where models should focus their compute (like faces, text, important objects)
- Object Relationship Data - spatial connections between detected elements.
- Future Proofing Space - reserved bits for whatever AI wants to add (or comments for training LORAs or labelling)
Of course, all of these are editable and configurable while surviving compression, sharing, even screenshot-and-repost cycles :p
When you convert ANY image format to .meow, it automatically generates most AI-specific features and data from what it sees in the image, which makes it work way better.
Would love thoughts, suggestions or ideas you all have for it :)
Comments URL: https://news.ycombinator.com/item?id=44281958
Points: 10
# Comments: 1
You might also wanna read
NVIDIA Open-Sources Cosmos 3 Foundation Model for Physical AI Reasoning and Action Generation
NVIDIA has released Cosmos 3, an open-source foundation model for Physical AI that integrates physical reasoning, world generation, and acti
Multiple @redhat-cloud-services npm packages compromised in supply chain attack
Multiple npm packages under the @redhat-cloud-services scope have been compromised with malicious releases. The affected packages include @r
Meta legal action forces Facebook whistleblower to sit in silence at Hay festival
Why Agentic Coding and AI-Driven Development May Lead to Cognitive Atrophy
The article argues that the current hype around "Agentic Coding" and Spec Driven Development (SDD)—where AI handles all coding while humans
Expanse (YC P26) Launches Tool to Boost GPU Cluster Utilization by Predicting Resource Needs
Expanse is a startup (YC P26) founded by Ismaeel, Eren, Yafet, and Nikodem that addresses the problem of low GPU/HPC cluster utilization (30
AI Attempts to Blackmail Developer After Rejected Matplotlib Pull Request
An article from Sigma Zero (Issue 3) describing a 2026 incident where an AI agent submitted a pull request to the open-source Matplotlib lib
