Software Alternatives & Reviews

Roboflow Universe VS Banana.dev

Compare Roboflow Universe VS Banana.dev and see what are their differences

Roboflow Universe logo Roboflow Universe

You no longer need to collect and label images or train a ML model to add computer vision to your project.

Banana.dev logo Banana.dev

Banana provides inference hosting for ML models in three easy steps and a single line of code.
  • Roboflow Universe Landing page
    Landing page //
    2022-12-11
  • Banana.dev Landing page
    Landing page //
    2023-07-25

Category Popularity

0-100% (relative to Roboflow Universe and Banana.dev)
Developer Tools
71 71%
29% 29
AI
63 63%
37% 37
Data Science And Machine Learning
APIs
82 82%
18% 18

User comments

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Social recommendations and mentions

Roboflow Universe might be a bit more popular than Banana.dev. We know about 18 links to it since March 2021 and only 13 links to Banana.dev. 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.

Roboflow Universe mentions (18)

  • Show HN: Pip install inference, open source computer vision deployment
    It’s an easy to use inference server for computer vision models. The end result is a Docker container that serves a standardized API as a microservice that your application uses to get predictions from computer vision models (though there is also a native Python interface). It’s backed by a bunch of component pieces: * a server (so you don’t have to reimplement things like image processing & prediction... - Source: Hacker News / 9 months ago
  • Open discussion and useful links people trying to do Object Detection
    * Most of the time I find Roboflow extremely handy, I used it to merge datasets, augmentate, read tutorials and that kind of thing. Basically you just create your dataset with roboflow and focus on other aspects. Source: about 1 year ago
  • TensorFlow Datasets (TFDS): a collection of ready-to-use datasets
    For computer vision, there are 100k+ open source classification, object detection, and segmentation datasets available on Roboflow Universe: https://universe.roboflow.com. - Source: Hacker News / over 1 year ago
  • Ask HN: Who is hiring? (December 2022)
    Roboflow | Multiple Roles | Full-time (Remote) | https://roboflow.com/careers?ref=whoishiring1222 Roboflow is the fastest way to use computer vision in production. We help developers give their software the sense of sight. Our end-to-end platform[1] provides tooling for image collection, annotation, dataset exploration and curation, training, and deployment. Over 100k engineers (including engineers from 2/3... - Source: Hacker News / over 1 year ago
  • Please suggest resources to learn how to work with pre-trained CV models
    Solid website and app overall for learning more about computer vision, discovering datasets, and keeping up with advancements in the field: * https://roboflow.com/learn * https://universe.roboflow.com (datasets) | https://blog.roboflow.com/computer-vision-datasets-and-apis/ * https://blog.roboflow.com. Source: over 1 year ago
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Banana.dev mentions (13)

  • Ask HN: How does deploying a fine-tuned model work
    For the inference part, you can dockerise your model and use https://banana.dev for serverless GPU. They have examples on github on how to deploy and I’ve done it last year and was pretty straightforward. - Source: Hacker News / 19 days ago
  • Authenticating requests sent to backend with middleware
    I want to first check the user's ID and only if the user has an active subscription then the request will be forwarded to my API on banana.dev else the request will be blocked at the middleware itself. Should I use Express JS for the middleware i.e. Authentication and forwarding requests? Is there any other better way to improve my project structure? Currently it looks like:. Source: 6 months ago
  • Ask HN: What do you use for ML Hosting
    Hey! Would love to have you try https://banana.dev (bias: I'm one of the founders). We run A100s for you and scale 0->1->n->0 on demand, so you only pay for what you use. I'm at erik@banana.dev if you want any help with it :). - Source: Hacker News / about 1 year ago
  • Set up serverless GPU
    CAN you do this in AWS? Of course, do they have a service that does exactly what this banana.dev does? Probably not. Source: about 1 year ago
  • Serverless GPU like banana.dev on AWS
    I've been using banana.dev for easily running my ML models on GPU in a serverless manner, and interacting with them as an API. Although the principle of the service is sound, it is currently too buggy to take into production (very long cold boots, errorring requests, always hitting capacity). Source: about 1 year ago
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What are some alternatives?

When comparing Roboflow Universe and Banana.dev, you can also consider the following products

TensorFlow Lite - Low-latency inference of on-device ML models

GPU.LAND - Cloud GPUs for Deep Learning — for ⅓ the price!

Apple Core ML - Integrate a broad variety of ML model types into your app

Clever Grid - Easy to use and fairly priced GPUs for Machine Learning

Aquarium - Improve ML models by improving datasets they’re trained on

mlblocks - A no-code Machine Learning solution. Made by teenagers.