Software Alternatives & Reviews

Machine Box VS Roboflow Universe

Compare Machine Box VS Roboflow Universe and see what are their differences

Machine Box logo Machine Box

Run, deploy & scale state of the art machine learning tech

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.
  • Machine Box Landing page
    Landing page //
    2019-12-21
  • Roboflow Universe Landing page
    Landing page //
    2022-12-11

Category Popularity

0-100% (relative to Machine Box and Roboflow Universe)
AI
42 42%
58% 58
Developer Tools
34 34%
66% 66
Tech
100 100%
0% 0
APIs
0 0%
100% 100

User comments

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Social recommendations and mentions

Based on our record, Roboflow Universe should be more popular than Machine Box. It has been mentiond 18 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.

Machine Box mentions (5)

  • [P] 🗣️ Speechbox - A new library to *unnormalize* your speech.
    Reminds me of Machine Box (http://machinebox.io). Source: over 1 year ago
  • Wrapper for Dog CEO API
    Thank you :) I did that to teach dog’s breed to an AI. If you don’t know machine box yet : Https://machinebox.io It seems really cool and easy to use. Source: almost 2 years ago
  • Time to build my Lab
    I think you should go 5 Pi X 5 Jetson Nano’s I haven’t seen many people offloading the Nano’s GPU functionality for ML similar to this Serverless style of product. https://machinebox.io/. Source: over 2 years ago
  • [P] Facial Recognition with AWS Rekognition or Azure Vision
    For face recognition - CompreFace. Disclaimer - I created it, as an alternative you can use MachineBox, but it's not open source and has limits. Also, I think, you will use some software to control the system, e.g. Frigate or Home Assistant, I think this repository can be useful for you. Source: over 2 years ago
  • Database for Face Recognition
    If you have a really simple application, you can just save the encodings into the files. If not - it's better to use a database. SQL is ok. But for the best results, I would suggest using milvus.io, as it was created for saving vectors and finding the distances (I haven't tried it, though). If your final goal is not to learn face recognition basics, you can just use free ready to use solutions like CompreFace... Source: almost 3 years ago

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 / 8 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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What are some alternatives?

When comparing Machine Box and Roboflow Universe, you can also consider the following products

Amazon Machine Learning - Machine learning made easy for developers of any skill level

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

Model Zoo - Deploy your machine learning model in a single line of code.

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

MorphL - Applied AI/ML for eCommerce

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