Pic to Bark: hear what your dog is thinking

Tiziano — Mon, 17 Aug 2026 00:57:36 +0000

This is a submission for Weekend Challenge: Dog Days Edition

What I Built

Pic to Bark. Upload a photo of your dog, it figures out the breed, comes up with a first-person line of what the dog is probably thinking, and reads it out loud in a voice you pick. If the guess is shaky, it says so instead of making one up.

Demo

Live: Pic to Bark
Video sample:

Code

"Pic to Bark" repo

How I Built It

Next.js app, Tailwind for styling. Three breed-detection engines to pick from: Hugging Face for a server-side image classifier, Google AI on-device via MediaPipe (runs fully in the browser, no server call), and a joke "Magic Conch" option that ignores the photo on purpose. If Hugging Face or Google AI is down, it automatically falls back to the other one.

The breed gets wrapped into a short line as if the dog is saying it, then ElevenLabs reads it out loud. If ElevenLabs is unreachable, the browser's own speech synthesis reads it instead. There's also a bring-your-own-key option for both Hugging Face and ElevenLabs, with a live quota check, for anyone who wants to try it past the shared quota.

Every translation gets logged to Snowflake: breed, line, which engine answered, and the model's confidence. The page reads that back as a breed leaderboard, aggregate stats, an hourly trend, and a check on whether the joke engine's punchlines actually come up close to evenly.

Prize Categories

Best Use of Snowflake, Best Use of ElevenLabs, Best Use of Google AI.