AI · alternatives · 2026

24 alternatives to SafeLane

Helping cities make their bike lanes safer

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. SafeLane launched in 2020; newer entries below may have overtaken it.

1. 1
   Bikelane▲85

   A laser lane marker for bike safety

   2014 · cyclinghalloffame.com · its alternatives →

2. 2
   Safe Lanes▲2

   Fast, accurate blocked bicycle lane reporting.

   2019 · transpomaps.org · its alternatives →

3. 3
   Lobe▲1,236

   Visual tool for building custom deep learning models

   2018 · github.com · its alternatives →

4. 4
   Backtracker▲99

   Making cycling safer since 2014.

   2014 · garmin.com · its alternatives →

5. 5
   Biker 2.0: Bicycle track & maintain▲111

   Bike AI garage: track and maintain bicycle parts

   Jan 2026 · biker.dev · its alternatives →

6. 6
   Floyd▲469

   Heroku for deep learning

   2017 · blog.floydhub.com · its alternatives →

7. 7IC
   Identify car crash editorial anti-patterns using NLP▲344

   Improving the way car crashes are reported in local media by using natural language processing to identify editorial anti-patterns that obscure the preventable nature of crashes.

   2021 · visionzeroreporting.com · its alternatives →

8. 8
   Vision▲52

   AI assistant for safe and informed driving

   2018 · its alternatives →

9. 9
   UrbanCyclers▲83

   App and social platform for boosting cycling in cities

   2017 · cyclers.app · its alternatives →

10. 10
    Voxel▲75

    Computer vision for workplace safety and risk

    2021 · voxelsafety.com · its alternatives →

11. 11
    AI climbing coach – visualize how to climb any route based on your body▲320

    I made SABR - an AI model that helps you visualize the beta/technique on any route, based on your body parameters. You can input a video of you climbing any route, in any orientation or lighting condition (it's truly versatile!). SABR then creates a virtual avatar of your body shape and uses it to climb the route you're climbing. Then, you can compare/contrast. You can see the demo here: https://www.youtube.com/watch?v=cnvNPWoYZz4 Will be open sourcing the model, backend, and frontend codebase soon!

    2024 · climbing.ai · its alternatives →

12. 12
    Vehicle Detection – using machine learning and computer vision▲153

    Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree. - tatsuyah/vehicle-detection

    2017 · github.com · its alternatives →

13. 13
    detectly▲63

    Turn your fleet's dashcam footage into driver safety scores

    Jun 2026 · detectly.co.uk · its alternatives →

14. 14
    SmoothRide InfrastructureGPT▲64

    Citizens 🤝 AI towards more livable places

    2023 · smoothri.de · its alternatives →

15. 15
    Build a DIY license plate reader with machine learning▲190

    2020 · github.com · its alternatives →

16. 16
    CycleHUD▲146

    A speedometer, dash cam, and route recorder for cycling

    2024 · brainless.io · its alternatives →

17. 17
    fastlane▲145

    Easiest way to automated iOS and Android app deployments

    2022 · fastlane.tools · its alternatives →

18. 18
    Bypass▲105

    Finding the safest route from A to B

    2016 · its alternatives →

19. 19
    Street Lanes Finder – Detecting Street Lanes for Self-Driving Cars▲5

    Your home for data science and AI. The world's leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals.

    2019 · towardsdatascience.com · its alternatives →

20. 20
    AWS DeepRacer▲119

    A 1/18th scale race car to learn machine learning 🚗

    2018 · aws.amazon.com · its alternatives →

21. 21
    Play with an interactive heatmap of SF crime (and other cities)▲141

    View an interactive crime map and stats for San Francisco with Safemap, a completely free tool. Put your safety in your own hands.

    2024 · safemap.io · its alternatives →

22. 22
    Safe Routes. real time turbulence data, ML predictions with an iPad▲126

    Guiding you in Navigating Turbulence. Utilizing SkyPath’s OneLayer - smart, consolidated ride quality layer, PIREP reports, and AI-powered turbulence Nowcast.

    2024 · skypath.io · its alternatives →

23. 23
    SmartHalo▲157

    Turn any bike into a smart bike

    2015 · smarthalo.bike · its alternatives →

24. 24
    Ailytics▲73

    Vision Intelligence For Heavy Industries

    May 2026 · ailytics.ai · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →