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  3. 飞桨学习赛:中文场景文字识别

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Baidu AI StudioComputer VisionBeginnerRegistration unverifiedRegistration unverified

飞桨学习赛:中文场景文字识别

适合已有图像文字识别(OCR)基础、想用 PaddlePaddle 训练端到端模型的个人开发者。参赛者需要能处理中国街景中截取出的文字行图像,并按要求生成预测结果和原始代码;比赛仅支持个人参赛。

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Suggested next step

Decide whether this contest fits your current stage before you sink time into the leaderboard.

Beginner score

78/100

Higher means a safer real starting point for your current stage.

Learning value

72/100

Measures whether the competition teaches habits you can transfer elsewhere.

Estimated effort

4-12 hours

Use this to check whether the task fits your current time budget.

Metric

Official scoring is published on the Ba…

If you cannot explain this metric clearly yet, you probably still need a bit of prep.

Who this competition fits

适合已有图像文字识别(OCR)基础、想用 PaddlePaddle 训练端到端模型的个人开发者。参赛者需要能处理中国街景中截取出的文字行图像,并按要求生成预测结果和原始代码;比赛仅支持个人参赛。

Official blurb (unedited)
中文场景文字识别技术在日常生活中具有丰富的应用场景。本次比赛以中文场景文字识别为主题,提供轻量级的中文场景文字识别数据,要求选手使用飞桨框架,对图像区域中的文字行进行预测,并返回文字行的内容。 Official tags: 中文OCR. Sign-ups: 591.

What this competition gives you

Taken from the competition's official page.

Data

60,000 Chinese street-scene text images with CSV annotations

Data

CSV annotation files with image dimensions, filenames, and text labels

TutorialOfficial PaddleOCR resource library

Prep before joining

If the items below still feel unfamiliar, you usually get a better result by preparing first instead of rushing in.

PaddlePaddle 2.0+

PaddleOCR

中文场景文字识别

图像文本预处理

端到端深度学习模型

TXT 制表符结果文件生成

Where the real difficulty shows up

The real friction is usually not library usage. It is validation, time allocation, and task framing.

中文街景文字会受到光照变化、低分辨率、字体与排布多样、字符种类多等影响;而且评测只在整条文字行与标注完全匹配时才计为正确。训练还只能使用比赛提供的数据,不能引入其他开源数据集。

Read this first

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 Checklist

Your decision

Use these fields to make a quick decision before you dive deeper.

Status
Registration unverified
Registration
Registration unverified
Eligibility
Needs official confirmation
Reward
奖励积分
Compute
Free GPU OK
Official metric
Official scoring is published on the Baidu AI Studio competition page.
Verification
Source page verified

Registration is unverified; confirm availability on the official page before investing.

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Official source

Rules, files, submission details, and the live deadline still come from the official page.

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Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win — report anything that looks wrong.

Source page verifiedMetric confirmedReviewed
Published on this site
Jul 21, 2026

Official metric is not published on the Baidu AI Studio competition listing; verify scoring on the competition page.