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RepDB
RepDB is a one-time-purchase exercise dataset for developers building fitness and workout apps โ not a subscription, not a rate-limited API. You download the data once and own it: JSON (and SQLite on the higher tier), WebP images, and full EN/DE/ES translations, with no per-request billing and no dependency on our servers staying up.
A free tier includes 400 exercises with flat-style 512ร512 images, attribution-licensed for commercial in-app use. The Starter tier ($199) adds the full catalog in classic white-background style. Standard ($399) adds transparent 1024px images, looping animations, exercise relations (similar/progressions/regressions), workout templates, and embeddings โ exclusive to that tier.
Every exercise includes muscle-group highlighting, equipment/muscle icons, MET values, and safety/goal tags. Compared to GIF- or JPG-based competitor APIs, RepDB images are transparent WebP with no watermarks, so they drop into any app UI without a white box around them.
Halide RepDBRepDB's answer:
RepDB is sold as a one-time download, not a metered API โ you own the JSON/SQLite data and WebP images outright, with no rate limits, no per-request billing, and no risk of the vendor cutting off access. It's also the only dataset in this space with EN/DE/ES translations, transparent (alpha-channel) images with no watermark, muscle-group highlighting, safety/goal tags, and looping animations on the higher tier.
RepDB's answer:
RepDB grew out of a consumer workout app its creator was building solo. Sourcing exercise images and data meant either paying for a subscription API with usage caps and no caching rights, or producing everything from scratch. The illustrated, multi-language dataset was built for us first, then split out as its own product once it became clear other indie developers had the same problem and preferred to buy the data outright rather than rent it through an API.
RepDB's answer:
Most alternatives are subscription APIs โ you pay monthly, you're capped on requests, and ExerciseDB's terms of use explicitly forbid caching or storing the data at all, so every image render is a live paid API call. RepDB is the opposite: pay once, download the files, self-host with zero ongoing dependency. It's also the only option offering true DE/ES localization and transparent images instead of a white box behind every exercise.
RepDB's answer:
Solo developers and small teams building fitness or workout-tracking apps (iOS, Android, web) who need licensed exercise images and structured exercise data, but don't want to build their own media pipeline or depend on a rate-limited third-party API.
Based on our record, Halide seems to be more popular. It has been mentiond 19 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Really appreciated this comment, written as if by a photographer who also happens to use a mobile phone camera for EDL or street. Adding some similar color... > An iPhone 16 Pro Max has three focal lengths, 12, 24 and 120 (35mm equivalent). The first two are much too short unless significantly cropped, and the last one is excessive and requires stepping way back and has the worst image sensor and likely worst... - Source: Hacker News / about 1 year ago
Https://halide.cam/ has Process Zero, which is about as close as you can get to straight off the sensor. Here's a photo I took with it: https://bsky.app/profile/xeiaso.net/post/3le3dd53zlk2c Easily the best camera app I've ever purchased. It makes me not want to pull out my mirrorless camera as much to get decent photos. - Source: Hacker News / over 1 year ago
You could also use a third party camera app that skips the processing, like Halide or Moment. They give you a lot of manual control. Source: about 3 years ago
Best way around this is to use a third party camera app like Halide. Source: over 3 years ago
I really like to use Halide for situations where I want more control over the camera, and it will take RAW images to be edited later. Source: over 3 years ago
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