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Fjq/demo inference web - #6
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SayQuan1
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docs/15-business-vs-inference-tasks.md这个文档就不提交了，把这个去掉吧
- 前后端分离: FastAPI 后端 + 原生前端页面 - YOLOv5s 真实推理, 轮廓分析回退用于合成图片 - 质量检测基于图像统计(亮度/清晰度/对比度/反光率) - 实体识别、相邻关系、规则引擎均依赖实际检测结果 - 支持质量拦截、规则命中、无风险三种场景
- 状态机: queued/quality_checking/processing/needs_review/completed/failed - 复核接口: 确认/驳回/无法判断分开操作, 无法判断必须reason_code - 轮询: 2s->5s->10s梯度, 5分钟停止, 页面隐藏暂停, 失败指数退避 - 幂等键上传, 15MiB/MIME预校验, 环境横幅由后端下发 - 复核界面: 检测框按渲染尺寸换算, 零候选也要求人工完成
- 替换损坏的非标准权重为官方yolov5s.pt - 加载器改用官方attempt_load,坐标改用scale_boxes映射 - 删除颜色回退,检测结果100%来自YOLO真实推理 - 实体按YOLO实际类别生成,非化学品不参与规则 - 检测框显示真实类别(中英文)与置信度
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变更说明
增加复核流程（确认/驳回/无法判断）、状态机与轮询规范。
影响范围
验证
重复复核 409；needs_retake 复核 409；模糊图正确拦截
风险与回滚
审查清单
.obsidian/、.env、凭据或未脱敏数据