YOLOv7 Object Tracking Using PyTorch, OpenCV and Sort Tracking

👁 零代码零标注 CV AI 自动化测试工具 🚀 免除大量人工画框和打标签等，直接零代码快速自动化测试 CV 计算机视觉 AI 人工智能图像识别算法：行人检测、动植物分类、人脸识别、OCR 车牌识别、旋转校正、舞蹈姿态、抠图分割 等，还可一键 下载测试报告、导出训练和测试数据集

ultralytics_pro 是一堆改過架構的模型大禮包 (包含 v3 ~ 26, yolo-master, RTMDet / RT-DETR, yolact, yoloe / yolo-world, PicoDet / PPyoloE / YoloX, YOLOR / goldyolo / Leyolo / damoyolo / fbrt-yolo / maf-yolo / bgf-yolo / cst-yolo / hyper-yolo / HEYDet / alss-yolo / rcs-yolo / syolo / pst / Vajrav1)

Multi-stream video inference with Ultralytics YOLO - Display multiple video streams in a grid layout with real-time object detection.

Compare YOLOv5, YOLOv8, YOLO11, and YOLO26 performance on your hardware

object detection system for YOLO, with a GUI desktop app for real-time detection on images and videos.

Convert NDJSON annotation exports to YOLO, COCO, Pascal VOC, and more - fast, private, cross-platform.

work on YOLOv8s-based predator detection for farmland, an ongoing project aimed at detecting and classifying predator species that threaten livestock and crops.

Developed an intelligent solution using OCR, QR code detection, and computer vision to extract and validate Aadhaar details from images. Applied preprocessing for rotated/skewed inputs, ensured fraud detection via pattern checks, and improved accuracy for secure, automated identity verification.

A toolkit for deploying optimized YOLOv8 vision applications container on Advantech edge AI devices with hardware acceleration. Designed specifically for Advantech edge AI devices based on NVIDIA Jetson platforms

Object Detection, Oriented Bounding Boxes (OBB) Object Detection, Object Segmentation, and Pose Detection from Image Files, Video Files, Webcams, and RTSP Streams Using Ultralytics YOLO26 in Streamlit

📷 Simplify camera setup on NVIDIA Jetson platforms with our toolkit for Arducam IMX708, offering guides, overlays, and integration examples.

Optimize test for ultralytics yolo11. Using OpenVINO, TensorRT, and Hailo-8.

Detect space station safety gear with a click. AI + 3D models make safety inspection intuitive and futuristic.

A fine-tuned YOLO v8 model for Road Damage and Pothole Detection

Ultralytics YOLO 🚀

ROAD-DAMAGE-DETECTION-ML-MODEL-USING-ULTRALYTICS USING YOLOV8X AND AND PRIDICTING WITH MAXIMUM ACCURACY

Successfully developed a real-time soccer player re-identification and tracking system using YOLOv11 and Deep SORT with TorchreID-based embeddings.

Franka 7DOF robot and computer vision merge to pick and place objects

The Prosthetic Arm with Adaptive Grasp Modes is designed to address challenges by integrating intelligent, real-time control into the prosthetic device. Focusing on common dining tasks, this prosthetic arm utilizes a vision-based recognition system and force feedback to adapt its grip to specific objects, like tableware and food provisions.