How to Train YOLOv8 Instance Segmentation on a Custom Dataset
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Jun 21, 2024 - Jupyter Notebook
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roboflow-dataset
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Traffic Sign Detection and Warning System in real time with Custom Dataset & YOLOV8.
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Feb 20, 2024 - Python
Machine Learning model
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Jul 30, 2024 - Jupyter Notebook
Fire detection using YOLOv8 involves utilizing a state-of-the-art object detection model to accurately identify fire in images or video feeds in real-time, leveraging its advanced capabilities to enhance early warning systems.
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Jul 30, 2024 - Jupyter Notebook
This repository demonstrates how to fine-tune YOLOv11n on multiple fire detection datasets. It provides a complete pipeline for combining multiple datasets from Roboflow, training a unified model, and evaluating its performance.
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Nov 12, 2024 - Python
This project implements a YOLOv8 model to detect and classify various skin diseases from images. The model is trained on a dataset of labeled images and can identify different types of skin conditions in real-time.
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Sep 1, 2024 - Jupyter Notebook
Utilize YoloV8 for object detection of copper ore in Albion Online game with farming capabilities.
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Nov 19, 2024 - Python
Detect football players in videos using YOLOv5 for training and YOLOv8 for inference. The dataset is sourced from Roboflow and includes 663 annotated images. The project involves pre-processing, augmentation, and model training for accurate player detection.
python computer-vision jupyter-notebook object-detection transfer-learning soccer-analytics yolov5 roboflow-dataset
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Sep 19, 2024 - Jupyter Notebook
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
machine-learning torch opencv-python torchaudio sign-recognition torchvision ultralytics roboflow-dataset
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May 17, 2024 - Python
Custom Yolov8x-cls edge model deployment and training to classify trash vs recycling.
machine-learning computer-vision pytorch image-classification raspberry-pi-4 triton-inference-server yolov8 roboflow-dataset
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Jan 26, 2024 - Python
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.
computer-vision deep-learning drones object-detection kaggle-dataset drone-detection ultralytics roboflow-dataset roboflow-api yolov10
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Dec 18, 2024 - Python
a real-time device for sidewalk danger detection and warnings
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Feb 5, 2025 - TypeScript
Use machine learning to identify players, refs and football field markings.
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Sep 19, 2024 - Python
This project focuses on leveraging the YOLO-NAS model for Smoke Detection.
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Dec 3, 2023 - Jupyter Notebook
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.
computer-vision deep-learning object-detection cv2 roboflow fracture-detection roboflow-dataset yolov10
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Jul 27, 2024 - Python
Realtime football analysis system made using YOLOv8
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Feb 4, 2025 - Jupyter Notebook
A football analysis system built using YOLOv5, Supervision, OpenCV in Python.
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Aug 23, 2024 - Python
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
python computer-vision deep-learning matplotlib object-detection object-classification roboflow fracture-detection roboflow-app roboflow-dataset roboflow-api yolov10
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Feb 19, 2025 - Python
From dataset https://universe.roboflow.com/drone-detection-pexej/drone-detection-data-set-yolov7/dataset/1# a model is obtained, based on ML (SVR), with that custom dataset, to indicate drones detection
machine-learning computer-vision drone object-detection svr roboflow roboflow-app roboflow-dataset roboflow-api
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Oct 23, 2024 - Python
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.
computer-vision object-detection brain-imaging medical-image-processing brain-tumor-segmentation roboflow-app roboflow-dataset yolov10
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Oct 9, 2024 - Python
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