Top 8 JavaScript object-detection Projects
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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: Upgrade any camera/cctv to AI based intruder detection without monthly fee | reddit.com/r/homedefense | 2022-10-04Repo Link: https://github.com/SharpAI/DeepCamera
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SurveyJS
Extensible JavaScript Form Builder Libraries. SurveyJS is a set of four fully customizable JS libraries that allow you to create, easily modify, and run multiple web forms in any web app, while retaining all sensitive data on your own servers.
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Project mention: Calculate angular distance between two pixels | reddit.com/r/computervision | 2022-11-26
Yeah that’s pretty much it. I wrote about something similar for translating pixel coordinates from drone videos to GPS coordinates: https://blog.roboflow.com/georeferencing-drone-videos/
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Project mention: I'm using a ported model of YOLO7 on TensorFlow but it's not performing as well, any idea why? | reddit.com/r/tensorflow | 2023-02-11
But this ported YOLOv7 works a lot less better, any idea why? https://github.com/hugozanini/yolov7-tfjs
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Project mention: Ask HN: What not-profit-seeking project are you tinkering with this week? | news.ycombinator.com | 2022-10-18
On (some) weekends I work on Megadetector GUI [0]. Megadetector [1] is an object detection model trained on millions of camera trap images and is widely used by conservationists. The issue is that it's rather technical to set up, so I made a GUI for it.
Currently working on a brand new version (not public just yet) that will use the latest MD version (v5 is way faster), better UI and most importantly GPU support out of the box.
[0] https://github.com/petargyurov/megadetector-gui
[1] https://github.com/microsoft/CameraTraps/blob/main/megadetec...
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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.
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Appwrite
Appwrite - The Open Source Firebase alternative introduces iOS support . Appwrite is an open source backend server that helps you build native iOS applications much faster with realtime APIs for authentication, databases, files storage, cloud functions and much more!
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blackjack-basic-strategy
A computer vision powered Blackjack basic strategy app powered by Roboflow.
Project mention: Open discussion and useful links people trying to do Object Detection | reddit.com/r/deeplearning | 2023-02-18* Most of the time I find Roboflow extremely handy, I used it to merge datasets, augmentate, read tutorials and that kind of thing. Basically you just create your dataset with roboflow and focus on other aspects.
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 | 1,176 |
| 2 | sparsify | 265 |
| 3 | TFJS-object-detection | 109 |
| 4 | dji-aerial-georeferencing | 91 |
| 5 | yolov7-tfjs | 53 |
| 6 | megadetector-gui | 36 |
| 7 | process-google-dataset | 30 |
| 8 | blackjack-basic-strategy | 19 |
