Traffic Sign Detection and Warning System in real time with Custom Dataset & YOLOV8.
-
Updated
Feb 20, 2024 - Python
Traffic Sign Detection and Warning System in real time with Custom Dataset & YOLOV8.
This project focuses on leveraging the YOLO-NAS model for Smoke Detection.
From a selection of data from the Roboflow file https://universe.roboflow.com/landy-aw2jb/fracture-ov5p1/dataset/1, which represents a reduced but homogeneous version of that file, a model is obtained based on yolov10 with that custom dataset to indicate fractures in x-rays.
The road sign recognition system of the Russian Federation, which uses an already prepared model for object detection and image segmentation in real time to improve road safety
Custom Yolov8x-cls edge model deployment and training to classify trash vs recycling.
A computer Vision project for avoiding potholes on road.
Contribution for Traffic Sign Detection and Warning System in real time with Custom Dataset & YOLOv8.
From a selection of data from the Roboflow file https://universe.roboflow.com/landy-aw2jb/fracture-ov5p1/dataset/1, which represents a reduced but homogeneous version of that file, a model is obtained using an adaptation of the project https://www.kaggle.com/code/nyachhyonjinu/yolov3-test instead any yolo model
This project aims to train the YOLOv7 object detection model on a custom dataset comprising diverse aquarium images containing fish and aquatic creatures.
Object Detection model using Yolov8
Final Year Project: "Wire detection using CV". Link to dataset:
Repository documenting YOLOv5 training on Gazebo-simulated marine markers, with detailed Jupyter notebooks and stored model weights for enhanced object detection.
How to Train YOLOv8 Instance Segmentation on a Custom Dataset
A Web Application which can analyze the live chessboard and give suggestions using AI.
Fruit Detection using RoboFlow API : Apple, PineApple, Watermelon, Onions, Tomato
From dataset https://universe.roboflow.com/roboflow-100/bone-fracture-7fylg a model is obtained, based on yolov10, with that custom dataset, to indicate fractures in x-rays.
Add a description, image, and links to the roboflow-dataset topic page so that developers can more easily learn about it.
To associate your repository with the roboflow-dataset topic, visit your repo's landing page and select "manage topics."