Beginner score
55/100
Competition workspace
适合已做过通用场景 OCR、能同时处理文本检测和文本识别的开发者或团队。需要能使用 PaddlePaddle/PaddleOCR 训练模型，并能将检测框坐标和对应文本按规定格式输出；若目标是进入决赛，还应能完成 AtomGit 代码开源和线下答辩。
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…
适合已做过通用场景 OCR、能同时处理文本检测和文本识别的开发者或团队。需要能使用 PaddlePaddle/PaddleOCR 训练模型，并能将检测框坐标和对应文本按规定格式输出；若目标是进入决赛，还应能完成 AtomGit 代码开源和线下答辩。
If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.
PaddlePaddle 训练与推理
OCR 文本检测与识别
文本行四点坐标预测
PaddleOCR 模型部署
Python 3.7 兼容开发
JSONL 结果文件生成
The real friction is usually not library usage. It is validation, time allocation, and task framing.
难点不只是提升端到端识别效果，还要在与官方基线速度差距合理的条件下完成模型优化。B 榜还要求提交可在指定 PaddlePaddle 与 Python 环境中运行的模型包；若改动后处理，则必须提供能自动生成 result.txt 的 predict.py 和依赖配置。
This guide is the best pre-read if you want a cleaner start instead of trial-and-error.
A pre-flight checklist for image competitions when you only have free cloud GPU access.
Your First CV Baseline ChecklistUse these fields to make a quick decision before you dive deeper.
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Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.