Beginner score
55/100
Competition workspace
适合中国在校学生组队参加，且队伍中最好有人熟悉 PaddlePaddle 目标检测与 Python 部署。进入线下阶段还需要能面向宇树 Go1/2 四足机器狗完成自主巡检、避障越障和任务执行；指导教师须为学生所在学校的专职教师。
Suggested next step
Decide whether this contest fits your current stage before you sink time into the leaderboard.
Beginner score
55/100
Learning value
58/100
Estimated effort
10-30 hours
Metric
Official scoring is published on the Ba…
适合中国在校学生组队参加，且队伍中最好有人熟悉 PaddlePaddle 目标检测与 Python 部署。进入线下阶段还需要能面向宇树 Go1/2 四足机器狗完成自主巡检、避障越障和任务执行；指导教师须为学生所在学校的专职教师。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
PaddlePaddle
目标检测
PaddleDetection
Python 推理脚本
模型推理优化
四足机器狗导航与避障
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点不只是训练识别保护动物和森林障碍物的模型，而是把模型做成可自动评测、满足运行约束的提交包：模型大小受限，预测脚本须按指定命令产出 JSON，且前后处理均计入速度。线下还要在可能与备赛地图不同的真实地图上，让四足机器狗完成导航、避障和指定任务，并提交技术报告、演示视频及参加答辩。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
A simple framework for choosing a competition that teaches instead of overwhelming you.
How to Choose Your First AI CompetitionUse these fields to make a quick decision before you dive deeper.
Registration is unverified; confirm availability on the official page before investing.
Sign in to save competitions and build your own shortlist.
Rules, files, submission details, and the live deadline still come from the official page.
These competitions share a similar domain or difficulty level.
Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.
Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.