Skip links


Monthly visits

YOLO (You Only Look Once) is a real-time object detection system that processes images at 30 FPS and has a mAP of 57.9% on a Pascal Titan X, and it can be trained on different datasets such as Pascal VOC and Open Images


  • 💻 Real-time object detection: YOLOv3 is a system that can detect objects in real-time, making it useful for applications such as surveillance and autonomous vehicles.
  • 📈 Improved training and performance: YOLOv3 uses multi-scale predictions, a better backbone classifier, and other tricks to improve training and increase performance.
  • 🤖 Pre-trained model: YOLOv3 comes with a pre-trained model that can be used for object detection without the need for extensive training.
  • 🌎 Cross-platform compatibility: YOLOv3 is compatible with multiple platforms, including Linux, Windows, and macOS.
  • 📄 Detailed documentation: The full details of YOLOv3’s features and performance improvements are available in the system’s paper.



To detect objects with YOLO using a pre-trained model, you need to have Darknet installed. You can then download the pre-trained weight file and run the following command: ./darknet detector demo cfg/ cfg/yolov3.cfg yolov3.weights
To train YOLO from scratch, you need to have Darknet installed and the Pascal VOC dataset. You can then run the following command: ./darknet detector train cfg/ cfg/yolov3.cfg darknet53.conv.74 -gpus 0,1,2,3. This will train the YOLOv3 model on the Pascal VOC dataset.
To run YOLO on a webcam, you need to have Darknet compiled with CUDA and OpenCV. You also need to pick a YOLO config file and have the appropriate weights file. You can then run the following command: ./darknet yolo demo cfg/yolov1/yolo.cfg yolov1.weights. This will run YOLO on the input from a webcam and display the current FPS and predicted classes as well as the image with bounding

Alternatives for YOLO

Computer Vision

ImageChat AI

Chooch AI offers ReadyNow models for various applications, such as fall detection, workplace safety, and face recognition

Computer Vision

Remyx AI

Remyx AI is an automated platform that customizes machine learning models for specific applications without requiring data, annotation, or expertise, enabling users to create and deploy models in minutes

❤ Bookmark