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wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List
默认分支 master · commit 41d243fe · 扫描时间 2026/6/3 06:28:02
星标 761 · Fork 107
行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highreadme#1Explicitly state the repository's purpose as a curated paper list in the README's opening
原因:
当前# A Comprehensive Survey on Pedestrian Attribute Recognition > **Pedestrian attribute recognition: A survey**. Xiao Wang, Shaofei Zheng, Rui Yang, Aihua Zheng, Zhe Chen, Jin Tang, and Bin Luo (2022). Pattern Recognition, 121, 108220.
复制粘贴的修复# A Comprehensive Survey on Pedestrian Attribute Recognition: A Curated Paper List and Literature Review > This repository serves as a comprehensive, actively maintained collection of research papers and surveys on Pedestrian Attribute Recognition (PAR) and related tasks. It accompanies the survey paper: **Pedestrian attribute recognition: A survey**. Xiao Wang, Shaofei Zheng, Rui Yang, Aihua Zheng, Zhe Chen, Jin Tang, and Bin Luo (2022). Pattern Recognition, 121, 108220.
- highlicense#2Add a LICENSE file to the repository
原因:
当前(no LICENSE file detected — the repo has no recognizable license)
复制粘贴的修复Create a `LICENSE` file in the repository root with the content of the MIT License.
- mediumtopics#3Correct typo and expand repository topics to include content type
原因:
当前attribute, human-attributes, pedestrian-attribute-recognition, person-searach
复制粘贴的修复attribute, human-attributes, pedestrian-attribute-recognition, person-search, computer-vision, deep-learning, survey, paper-list, literature-review, research-papers
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- OpenCV · 被推荐 1 次
- TensorFlow · 被推荐 1 次
- PyTorch · 被推荐 1 次
- YOLO (You Only Look Once) · 被推荐 1 次
- SSD (Single Shot MultiBox Detector) · 被推荐 1 次
- 品类问题How to identify specific attributes of people in surveillance video feeds?你:未被推荐AI 推荐顺序:
- OpenCV
- TensorFlow
- PyTorch
- YOLO (You Only Look Once)
- SSD (Single Shot MultiBox Detector)
- Faster R-CNN
- ResNet
- Inception
- DeepSORT
- Kalman Filters
- CSRT
- NVIDIA DeepStream SDK
- NVIDIA TensorRT
- Azure Cognitive Services
- Custom Vision
- Face API
- Google Cloud Vision AI
- AutoML Vision
- Amazon Rekognition
- Darknet
AI 推荐了 20 个替代方案,却始终没点名 wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Seeking research papers and surveys on recognizing human characteristics in visual data.你:未被推荐AI 推荐顺序:
- FaceNet
AI 推荐了 1 个替代方案,却始终没点名 wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesswarn
建议:
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List?passAI 明确点名了 wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List in production, what risks or prerequisites should they evaluate first?passAI 未点名 wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List —— 很可能在说另一个项目
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List solve, and who is the primary audience?passAI 未点名 wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List —— 很可能在说另一个项目
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List)<a href="https://repogeo.com/zh/r/wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List"><img src="https://repogeo.com/badge/wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
wangxiao5791509/Pedestrian-Attribute-Recognition-Paper-List — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3