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Work · alternatives · 2026

24 alternatives to Recognize license plates using fine-tuned yolov8, OCR and IP camera

Hey, just a work related project I made, which could be open sourced :D If you're looking for an example on how to use/fine-tune yolov8, I feel like taking a look at this repo and reading the README could help you get up to speed (also linked some nice refs)! This is actually a full rewrite of a proprietary project I made (and documented on my site) like a year ago, will do some finishing touches (write blog post about it, mark the old version deprecated, record a tutorial on how to set it up on an Ubuntu server, etc, etc) in the following month, but felt like sharing it now, cuz I…

This project uses fine-tuned YOLOv8 and OCR to recognize license plates from IP camera feeds. Built as a work-related tool, it demonstrates how to fine-tune YOLOv8 for computer vision tasks, with documented setup… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Recognize license plates using fine-tuned yolov8, OCR and IP camera launched in 2023; newer entries below may have overtaken it.

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    Built this over the last few days, based on a Rust codebase that parses the latest ALPR reports from OpenStreetMaps, calculates navigation statistics from every tagged residential building to nearby amenities, and tests each route for intersection with those ALPR cameras (Flock being the most widespread). These have gotten more controversial in recent months, due to their indiscriminate large scale data collection, with 404 Media publishing many original pieces (https://www.404media.co/tag/flock/) about their adoption and (ab)use across the country. I wanted to use…

    Dec 2025 · alpranalysis.com · its alternatives →

  3. 3

    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 →

  4. 4UY

    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 →

  5. 5

    Advanced visual-text compression technology

    2025 · huggingface.co · its alternatives →

  6. 6

    I built OCR Arena as a free playground for the community to compare leading foundation VLMs and open-source OCR models side-by-side. Upload any doc, measure accuracy, and (optionally) vote for the models on a public leaderboard. It currently has Gemini 3, dots.ocr, DeepSeek, GPT5, olmOCR 2, Qwen, and a few others. If there's any others you'd like included, let me know!

    Nov 2025 · ocrarena.ai · its alternatives →

  7. 7
    Zoo▲234

    A free, open-source playground for AI image models

    2023 · zoo.replicate.dev · its alternatives →

  8. 8CF

    This started as a project to scratch my own itch and has grown from there. Initially I wanted a way to easily see if potential funny license plates were available in a given state, but I've also started using it at car shows when I'm curious which engine or transmission is in a car. It most cases the plate can be matched to a VIN using DMV data, and then some information about the vehicle can be decoded into basic car specs You can also purchase a full vehicle history report which uses data from the NMVTIS and other services to show accident history, previous titles, and salvage issues. The…

    2023 · checkanyvin.com · its alternatives →

  9. 9

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

    2024 · github.com · its alternatives →

  10. 10

    Earlier this week on HN I came across a dataset that had a bunch of approved/rejected California license plates, so I made it into a game! Enjoy

    2025 · shub.club · its alternatives →

  11. 11

    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 →

  12. 12

    :camera: Computer-Vision Demos. Contribute to brakmic/OpenCV development by creating an account on GitHub.

    2016 · github.com · its alternatives →

  13. 13
    Pastec▲87

    Open Source Image Recognition Platform for your mobile apps.

    2014 · sunwinc.co.com · its alternatives →

  14. 14

    Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security camera agent — watches, understands, remembers & guards your home via Telegram, Discord or Slack. Pluggable AI skills. OpenAI, Google,

    2020 · github.com · its alternatives →

  15. 15IT

    I built an MCP server that gives any local LLM real Google search and now vision capabilities - no API keys needed. The latest feature: google_lens_detect uses OpenCV to find objects in an image, crops each one, and sends them to Google Lens for identification. GPT-OSS-120B, a text-only model with zero vision support, correctly identified an NVIDIA DGX Spark and a SanDisk USB drive from a desk photo. Also includes Google Search, News, Shopping, Scholar, Maps, Finance, Weather, Flights, Hotels, Translate, Images, Trends, and more. 17 tools total. Two commands: pip install…

    Feb 2026 · its alternatives →

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    Find your lost vehicles with vision and contextual AI

    2023 · its alternatives →

  17. 17

    Licence Plate Recognition from an image - Camera or Gallery

    2022 · play.google.com · its alternatives →

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    GitHub▲2

    Automated Toll using number plate

    May 2026 · github.com · its alternatives →

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    Hello HN! I want to share something me and a few friends have been working on for a while now — Zeroshot, a web tool that builds image classifiers using text-image models and autolabeling. What does this mean in practice? You can put together an image classifier in about 30 seconds that’s faster and more accurate than CLIP, but that you can deploy yourself however you’d like. It’s open source, commercially licensed, and doesn’t require you to pay anyone per API call. Here's a 2 minute video that shows it off: https://www.youtube.com/watch?v=S4R1gtmM-Lo How/why does it…

    2023 · usezeroshot.com · its alternatives →

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    AI license plate recognition built for the Middle East

    Feb 2026 · anpr.software · its alternatives →

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    We built Vision AI Label Studio, a modern, offline-first, open-source image labeling app. It supports: - Manual annotations (boxes, polygons, lasso) - AI-assisted labeling via YOLOv8 - Multi-format export (COCO, Pascal VOC, YOLO, JSON) - Full-featured desktop + web versions - Built with React, Tailwind, Dexie.js No cloud dependency. Works 100% locally and offline. GitHub: https://github.com/vailabel/vailabel-studio Docs + Demos: https://vailabel.com/ Would love feedback and contributions!

    2025 · vailabel.com · its alternatives →

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    This was not supposed to become a product. When PaddleOCR-VL-1.6 dropped, independent benchmarks put it at the top of document parsing models. I had to try it. I needed a provider, but there simply isn't one ready for production that I would trust. So i set one up myself. I assumed that even after getting it running, serving a vision-language model would be expensive. It turns out the opposite is true. Once I had it running properly, the cost was absurdly low. At proper GPU utilization, the cost is only around $1 per 1,000 pages. The nearest competitors are either much lower quality (Azure…

    Jul 2026 · openparser.dev · its alternatives →

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    Bulk image tagging using OpenAI GPT-4 Vision. Contribute to vladignatyev/bulktag development by creating an account on GitHub.

    2023 · github.com · its alternatives →

  24. 24

    Contribute to rogeriochaves/driver development by creating an account on GitHub.

    2023 · github.com · its alternatives →

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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 →