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Life & fun · alternatives · 2026

UD

This tool uses TensorFlow.js and the Tiny YOLO machine learning model to detect objects in real-time from a user's webcam. All processing happens locally on the user's device, meaning webcam footage never leaves their… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Using deep learning to detect objects from your webcam launched in 2018; newer entries below may have overtaken it.

  1. 1UY

    I used the YOLO object detection library from Ultralytics to scan over 40 million hotel photos and identify images with office chairs. This helped me create a map showing hotels suitable for remote work. Map: https://www.tripoffice.com/maps Yolo: https://www.ultralytics.com/yolo The whole process was done on a home Mac without the use of any LLMs. It's based on traditional object detection technology.

    2025 · its alternatives →

  2. 2
    YOLO▲175

    Real-time object detection

    2017 · pjreddie.com · its alternatives →

  3. 3

    A library for object detection and seamless YOLO model integration in Elixir - poeticoding/yolo_elixir

    2024 · github.com · its alternatives →

  4. 4

    This runs YOLOv8 + bytetrack with Tinygrad detections (depending on user config) are saved and can be sent to the companion iOS app along with a notification, all video processing is done locally, all footage is encrypted before leaving your computer, and the sending notifications + videos part is optional. This uses tinygrad, so it runs well on my apple silicon macs and should be able to run on a lot of hardware (or will be able to when I remove other deps).

    2025 · github.com · its alternatives →

  5. 5
  6. 6
    MakeML▲274

    Train Neural Networks without a line of code

    2019 · makeml.app · its alternatives →

  7. 7

    Keras code and weights files for popular deep learning models. - fchollet/deep-learning-models

    2016 · github.com · its alternatives →

  8. 8
    YoMo▲75

    The most lightweight AI inference

    2021 · github.com · its alternatives →

  9. 9

    Deep AI search for every photo and every frame of video in any folder on macOS - allenv0/SCM

    18d ago · github.com · its alternatives →

  10. 10

    Deep learning enabled video camera for developers

    2017 · aws.amazon.com · its alternatives →

  11. 11UC
  12. 12
    YOLO▲16

    Real-time object detection

    2018 · pjreddie.com · its alternatives →

  13. 13

    Deep learning-based image recognition API from Amazon

    2016 · aws.amazon.com · its alternatives →

  14. 14

    Pre-trained computer vision models and public datasets

    2021 · universe.roboflow.com · its alternatives →

  15. 15

    I built a browser-based tool for detecting objects in satellite imagery using vision-language models (VLMs). You draw a polygon on the map and enter a text prompt such as "swimming pools", "oil tanks", or "buses". The system scans the selected area tile-by-tile and returns detections projected back onto the map as GeoJSON. Pipeline: select area and zoom level, split the region into mercantile tiles, run each tile with the prompt through a VLM, convert predicted bounding boxes to geographic coordinates (WGS84), and render the results back on the map. It works reasonably well for distinct…

    Mar 2026 · useful-ai-tools.com · its alternatives →

  16. 16

    The machine learning API for non-experts

    2022 · nyckel.com · its alternatives →

  17. 17

    Your no-code machine learning platform

    2021 · deeplobe.ai · its alternatives →

  18. 18
    Annot8▲140

    The fastest way to tag images for object detection datasets

    2025 · apps.apple.com · its alternatives →

  19. 19QB
  20. 20

    Fresh and (I think) clean implementations of Faster R-CNN in PyTorch and TensorFlow 2/Keras. I wanted to learn about object detectors and decided to understand and implement a foundational model in the field, Faster R-CNN (elements of which are still used in modern models to this day), using the paper alone. That proved to be more difficult than expected and I had to relent and take a peak at existing implementations to fill in some important gaps. I've documented my struggles and learnings in the README for others to benefit from. I also wanted to solidify my understanding of…

    2022 · github.com · its alternatives →

  21. 21

    An online course on how to detect objects in real time

    2019 · lode88vn.skin · its alternatives →

  22. 22

    Upgrade your M1 Macbook's webcam with AI

    2021 · neural.cam · its alternatives →

  23. 23

    Developer tools for deep learning & machine learning

    2019 · wandb.ai · its alternatives →

  24. 24HT

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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 →