Software Alternatives & Reviews

TensorFlow Lite VS AWS DeepRacer

Compare TensorFlow Lite VS AWS DeepRacer and see what are their differences

TensorFlow Lite logo TensorFlow Lite

Low-latency inference of on-device ML models

AWS DeepRacer logo AWS DeepRacer

A 1/18th scale race car to learn machine learning 🚗
  • TensorFlow Lite Landing page
    Landing page //
    2022-08-06
  • AWS DeepRacer Landing page
    Landing page //
    2023-03-19

TensorFlow Lite videos

Inside TensorFlow: TensorFlow Lite

More videos:

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

AWS DeepRacer videos

Hands-On with AWS DeepRacer Evo Autonomous Race Car!

More videos:

  • Review - Tested at the AWS DeepRacer Championship Cup!
  • Review - AWS re:Invent 2018 – Announcing AWS DeepRacer (Demo)

Category Popularity

0-100% (relative to TensorFlow Lite and AWS DeepRacer)
AI
100 100%
0% 0
Open Source
0 0%
100% 100
Developer Tools
100 100%
0% 0
Uber
0 0%
100% 100

User comments

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Social recommendations and mentions

Based on our record, AWS DeepRacer 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.

TensorFlow Lite mentions (0)

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

AWS DeepRacer mentions (19)

  • Beginning the Journey into ML, AI and GenAI on AWS
    Generative Artificial Intelligence (GenAI) is a type of artificial intelligence that can generate text, images, or other media using generative models. AWS offers a range of services for building and scaling generative AI applications, including Amazon SageMaker, Amazon Rekognition, AWS DeepRacer, and Amazon Forecast. AWS has also invested in developing foundation models (FMs) for generative AI, which are... - Source: dev.to / 3 months ago
  • RL for robotics
    I haven't used it, but I've heard good things about AWS' DeepRacer. It's supposed to be an all-in-one place to start for this kind of work. Source: 6 months ago
  • Scaling ML Education With AWS DeepRacer
    AWS DeepRacer is a service offered by Amazon Web Services (AWS) that combines machine learning, cloud computing, and robotics to provide a platform for learning and experimenting with reinforcement learning. - Source: dev.to / 8 months ago
  • Donkeycar: A Python self driving library
    Some other toy-scale self-driving car projects which come with simulators in case someone cannot get the hardware: 1. Duckietown: https://www.duckietown.org/ from ETH Zurich, comes with a MOOC with all material. 2. MuSHR: https://mushr.io/ from Sid Srinivasa’s group at UW. 3. F1TENTH: https://f1tenth.org/ probably the most popular, regularly heads physical competitions, sometimes at popular robotics conferences.... - Source: Hacker News / 12 months ago
  • My experience starting out with Deepracer (Q4/22)
    I don't think I'll spend too much time writing about the history of deepracer, or what it is. You can read up on it on AWS website https://aws.amazon.com/deepracer/. - Source: dev.to / over 1 year ago
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What are some alternatives?

When comparing TensorFlow Lite and AWS DeepRacer, you can also consider the following products

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

Comma.ai - Open source self-driving car platform

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

Apollo (from Baidu) - Open Source platform to develop autonomous driving systems

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

Scootbee - Self-driving, dockless scooters from Singapore