YOLO-Mosaic
Beginner-Traffic-Light-Detection-OpenCV-YOLOv3
| YOLO-Mosaic | Beginner-Traffic-Light-Detection-OpenCV-YOLOv3 | |
|---|---|---|
| 1 | 3 | |
| 7 | 34 | |
| - | - | |
| 0.0 | 3.2 | |
| about 3 years ago | about 3 years ago | |
| Python | Python | |
| - | MIT License |
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YOLO-Mosaic
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Mosaic Image Augmentation for YOLO data
You can find my code here and I hope people find it useful. Cheers!
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)
What are some alternatives?
albumentations - Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
SkunkBooth - Text based command line webcam photobooth app
imgaug - Image augmentation for machine learning experiments.
imagezmq - A set of Python classes that transport OpenCV images from one computer to another using PyZMQ messaging.
autoalbument - AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
yolo-tf2 - yolo(all versions) implementation in keras and tensorflow 2.x
opencv-steel-darts - Automatic scoring system for steel darts using OpenCV, a Raspberry Pi 3 Model B and two webcams.
hcaptcha-challenger - 🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.
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.
imagehub - Receive and save images from multiple Raspberry Pi's