JavaScript object-detection

Open-source JavaScript projects categorized as object-detection

Top 8 JavaScript object-detection Projects

  • DeepCamera

    Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

    Project mention: Open-Source AI Camera | news.ycombinator.com | 2023-06-19
  • dji-aerial-georeferencing

    Detect objects in drone videos and plot them on a map

    Project mention: DJI drone flight log viewer | news.ycombinator.com | 2023-05-08

    How does this compare with the data you get from Airdata?

    When I was working on an aerial georeferencing project[1] I found that the on-device flight logs didn’t contain all the info in the serverside logs (eg heading, gimbal orientation, GPS coords, altitude)

    [1] https://github.com/roboflow/dji-aerial-georeferencing

  • SurveyJS

    Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

  • parker

    Parking detection and monitoring webapp that runs entirely in the browser

    Project mention: What personal project best demonstrates your exceptional development skills and creative prowess? | /r/webdev | 2023-07-07
  • TFJS-object-detection

    Real-time custom object detection in the browser using tensorflow.js

  • yolov7-tfjs

    Object Detection using Yolov7 in tensorflow.js

  • megadetector-gui

    A desktop application that makes using MegaDetector's model easier

  • process-google-dataset

    Process Google Dataset is a tool to download and process images for neural networks from a Google Image Search using a Chrome extension and a simple Python code.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • blackjack-basic-strategy

    A computer vision powered Blackjack basic strategy app powered by Roboflow.

    Project mention: Show HN: Pip install inference, open source computer vision deployment | news.ycombinator.com | 2023-08-23

    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 visualization on every project)

    * standardized APIs for computer vision tasks (so switching out the model weights and architecture can be done independently of your application code)

    * model architecture implementations (which implement the tensor parsing glue between images & predictions) for supervised models that you've fine-tuned to perform custom tasks

    * foundation model implementations (like CLIP & SAM) that tend to chain well with fine-tuned models

    * reusable utils to make adding support for new models easier

    * a model registry (so your code can be independent from your model weights & you don't have to re-build and re-deploy every time you want to iterate on your model weights)

    * data management integrations (so you can collect more images of edge cases to improve your dataset & model the more it sees in the wild)

    * ecosystem (there are tens of thousands of fine-tuned models shared by users that you can use off the shelf via Roboflow Universe[1])

    Additionally, since it's focused specifically on computer vision, it has specific CV-focused features (like direct camera stream input) and makes some different tradeoffs than other more general ML solutions (namely, optimized for small-fast models that run at the edge & need support for running on many different devices like NVIDIA Jetsons and Raspberry Pis in addition to beefy cloud servers).

    [1] https://universe.roboflow.com

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-08-23.

JavaScript object-detection related posts

Index

What are some of the best open-source object-detection projects in JavaScript? This list will help you:

Project Stars
1 DeepCamera 1,697
2 dji-aerial-georeferencing 156
3 parker 128
4 TFJS-object-detection 124
5 yolov7-tfjs 75
6 megadetector-gui 41
7 process-google-dataset 30
8 blackjack-basic-strategy 26
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