Automate the YOLO training by Ultralytics for custome COCO datasets

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. The project uses 5 cascade models, if one does not detect fracture it is passed to another

This project uses YOLO models for efficient object detection with a Streamlit interface. Users can upload images or video streams for real-time detection. It supports YOLOv8, YOLOv9, and YOLOv10; offering flexibility and high accuracy in various scenarios.

FIRE DETECTION WITH YOLO

From dataset https://www.kaggle.com/datasets/davidbroberts/brain-tumor-object-detection-datasets/data?select=sagittal_t1wce_2_class a model is obtained, based on yolov10 to indicate a brain tumor type: sagittal_t1wce

From dataset https://universe.roboflow.com/drone-detection-pexej/drone-detection-data-set-yolov7/dataset/1 a model is obtained, based on yolov10 to detect drones in images. Predictions from several models are used in cascade to obtain the optimal result.

From dataset https://universe.roboflow.com/test-svk7h/brain-tumors-detection/dataset/2 a model is obtained, based on yolov10 to indicate tumors in images of brains.

A web application that use a YOLOv10m model, got mAP50 of 0.934, trained on the VietFood57 dataset to perform real-time Vietnamese food recognizing.

AutoGate AI is an advanced vehicle access system that uses YOLOv10 and EasyOCR for real-time license plate detection and automated gate control.

Real-time object detection in images and videos using YOLOv10 trained on Coco. Features automatic and manual model selection, annotated outputs, and easy API integration. Built primarily on Python, Flask, Tkinker, and Streamlit. Supports 243 languages for educating the masses through objects.

A sophisticated system designed for precise object detection within user-defined regions of interest (ROI)

YOLOv10 toolbox for object detection, training, and benchmarking

From dataset https://www.kaggle.com/datasets/safurahajiheidari/kidney-stone-images/data (from Roboflow) a model is obtained, based on yolov10, with that custom dataset, to indicate Kidney_Stone in x-rays.

Object detection in agriculture

AI-YOLO Project Object Detection

Building detection model with YOLOv10 on UAVOD-10 dataset

YOLO telegram bot for object detection and instance segmentation, implemented in Python + OpenCV + ONNXRuntime

This repository contains code the official code for the paper "Pediatric Wrist Fracture Detection in X-rays via YOLOv10 Algorithm and Dual Label Assignment System"

Asian Hornet Detection with YOLOv10n: A Guide to Building a Raspberry Pi Detector