buxihuo/OW-YOLO
Detect known and unknown objects in the open world(具有区分已知与未知能力的全新检测器))
This project helps anyone working with visual data, such as security analysts monitoring surveillance feeds or quality control inspectors checking products, to identify both familiar objects and entirely new, unexpected ones in images or video. You input visual data, and it outputs detected objects, clearly distinguishing between things it has been trained to recognize and those it hasn't seen before. This is ideal for situations where you need comprehensive awareness, beyond just what you've explicitly programmed the system to look for.
No commits in the last 6 months.
Use this if you need to automatically detect known items while also being alerted to the presence of any previously unseen or unknown objects within your visual data.
Not ideal if your application only requires identifying a fixed set of known objects and doesn't need to flag or differentiate unknown entities.
Stars
86
Forks
7
Language
Python
License
—
Category
Last pushed
Feb 26, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/computer-vision/buxihuo/OW-YOLO"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
ultralytics/ultralytics
Ultralytics YOLO 🚀
Megvii-BaseDetection/YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX,...
kujason/avod
Code for 3D object detection for autonomous driving
aparsoft/yolo-streamlit-detection-tracking
Object detection and tracking algorithm implemented for Real-Time video streams and static images.
RizwanMunawar/yolov8-object-tracking
YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics