Beginner-Traffic-Light-Detection-OpenCV-YOLOv3
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Beginner-Traffic-Light-Detection-OpenCV-YOLOv3 | imagehub | |
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3 | 1 | |
34 | 21 | |
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3.2 | 0.0 | |
about 3 years ago | about 2 years ago | |
Python | Python | |
MIT License | MIT License |
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Beginner-Traffic-Light-Detection-OpenCV-YOLOv3
- Beginner tutorial for Traffic Light Detection using Opencv and YOLOv3
- Traffic Light Detection for Beginners Using OpenCV and YOLOv3
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I made a traffic light detection program with a self-trained dataset
This is my first CV project. I made a Python program that identifies Traffic Lights in video's. The dataset I made consists of hundreds of images of Traffic lights I made myself using my Dashcam. The training was done with a Google Colab GPU.Please take a look at my project and let me know what you think! (https://github.com/initdebugs/Beginner-Traffic-Light-Detection-OpenCV-YOLOv3)
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Wolfram Mathmatica ML Models Whaaaaat?
To give you some background I have been implementing a security camera system using imagenode, imagehub, and imagezmq developed by Jeff Bass which in my humble opinion is just awesome. Jeff has written a very good installation guide so go have a look.
What are some alternatives?
SkunkBooth - Text based command line webcam photobooth app
imagezmq - A set of Python classes that transport OpenCV images from one computer to another using PyZMQ messaging.
opencv-steel-darts - Automatic scoring system for steel darts using OpenCV, a Raspberry Pi 3 Model B and two webcams.
yolo-tf2 - yolo(all versions) implementation in keras and tensorflow 2.x
vidgear - A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features :fire:
YOLO-Mosaic - Perform mosaic image augmentation on data for training a YOLO model
Batch-crop-images - A tool for cropping similar images in a batch with an interface.
sort - Simple, online, and realtime tracking of multiple objects in a video sequence.
rock_paper_scissors - Rock, paper, scissors - beginner python project