Software Alternatives & Reviews

TensorFlow Lite VS Roboflow Universe

Compare TensorFlow Lite VS Roboflow Universe and see what are their differences

TensorFlow Lite logo TensorFlow Lite

Low-latency inference of on-device ML models

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.
  • TensorFlow Lite Landing page
    Landing page //
    2022-08-06
  • Roboflow Universe Landing page
    Landing page //
    2022-12-11

TensorFlow Lite videos

Inside TensorFlow: TensorFlow Lite

More videos:

  • Review - TensorFlow Lite for Microcontrollers (TF Dev Summit '20)

Roboflow Universe videos

No Roboflow Universe videos yet. You could help us improve this page by suggesting one.

+ Add video

Category Popularity

0-100% (relative to TensorFlow Lite and Roboflow Universe)
AI
51 51%
49% 49
Developer Tools
46 46%
54% 54
APIs
44 44%
56% 56
Tech
100 100%
0% 0

User comments

Share your experience with using TensorFlow Lite and Roboflow Universe. For example, how are they different and which one is better?
Log in or Post with

Social recommendations and mentions

Based on our record, Roboflow Universe seems to be more popular. 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.

TensorFlow Lite mentions (0)

We have not tracked any mentions of TensorFlow Lite yet. Tracking of TensorFlow Lite recommendations started around Mar 2021.

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
View more

What are some alternatives?

When comparing TensorFlow Lite and Roboflow Universe, you can also consider the following products

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

Monitor ML - Real-time production monitoring of ML models, made simple.

Spacelift.io - Collaborative Infrastructure For Modern Software Teams

Colornet - Neural Network to colorize grayscale images