安全帽检测

检测指定区域内红色、黄色、蓝色、白色安全帽。
精度对应场景或者限制条件
1、场景限定：工厂、车间等生产场景
2、图片分辨率：1080p以上
3、设备/镜头：
1）针对A10版本，算法支持两种检测方式，即全图检测和指定区域检测，用户侧可以按需切换，具体使用方法可以参考接口文档。
2）画面清晰，无明显拖尾、抖动、异常颗粒、偏色等模糊情况。
3）画面曝光合适，无过曝引起的高光溢出，无强逆光。目标边缘清晰，与背景对比鲜明，肉眼可分辨属性。
4）支持RGB可见光识别；不支持红外识别
5）不支持垂直俯拍场景

Detect red, yellow, blue, and white safety helmets within the designated area. The detection accuracy is subject to the following scenarios and constraints:
1. Scenario restriction: Production scenarios including factories and workshops
2. Image resolution requirement: Above 1080p
3. Equipment and lens requirements:
1) For the A10 version, the algorithm supports two detection modes: full-image detection and specified-area detection, which can be switched on demand by users. For detailed usage guidelines, please refer to the interface documentation.
2) The image must be clear, free of obvious smearing, jitter, abnormal grain, color cast or other blurring artifacts.
3) Proper exposure is required, with no highlight clipping caused by overexposure and no strong backlighting. The edges of the target objects are distinct, with high contrast between the targets and the background, and their attributes are distinguishable to the naked eye.
4) Only RGB visible light recognition is supported; infrared recognition is not supported.
5) Vertical top-down shooting scenarios are not supported.

搜集汇总

背景与挑战

背景概述

安全帽检测数据集用于工厂、车间等生产场景中检测特定颜色的安全帽，支持全图检测和指定区域检测，对图片分辨率和设备/镜头有特定要求。