Hybrid analog gauge reader: YOLO detect+pose → keypoints, angle → needle fraction, OCR → scale/unit → final reading.
基于 YOLO Pose 的指针仪表自动读数系统。支持图片上传与 MJPEG 视频流，透视鲁棒的角度插值算法，单命令启动的 FastAPI 前后端一体化服务。
SyncG is a tool designed for generating synthetic analogy gauge datasets. This repository provides both pre-built datasets and the original scripts to generate your own customized data.
观表：基于安路PH1P35的实时图像处理、轻量仪表识读与三轮车视觉巡检项目。
End-to-end analog gauge reading pipeline with detection, keypoints, and regression
Zynq-7020 指针式仪表端到端读数系统：HLS 卷积加速器 + YOLOv4-Tiny 检测 + CV 指针读数，640×640
Read any analog gauge from a phone photo with OpenCV 5, then an agent on AWS decides: log it, ask for a better photo, or hold a work order for a person to approve
上海电力大学_计算机视觉（双语）_仪表识别实验：基于 OpenCV 的指针仪表读数、四点标定、批量处理、霍夫可视化及实验报告。
dialbench-compact: a 13 M-parameter ResNet-18 pointer-meter reader for DialBench RPM-10K; code, pre-registrations, test log, scorer port and per-seed predictions (no data, labels or weights)
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