REPOGEO REPORT · LITE

hwalsuklee/awesome-deep-text-detection-recognition

Default branch master · commit 0958b387 · scanned 5/28/2026, 1:47:43 AM

GitHub: 2,526 stars · 505 forks

AI VISIBILITY SCORE

22 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

1 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface hwalsuklee/awesome-deep-text-detection-recognition, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

highreadme#1

Clarify README's opening to emphasize its role as a curated index of research, not an implementation

Why:

CURRENT

A curated list of awesome deep learning based papers on text detection and recognition.

COPY-PASTE FIX

This repository is a comprehensive, curated index of cutting-edge research papers, code, and datasets focused on deep learning for text detection and recognition (OCR). It serves as a vital starting point for researchers and developers seeking to explore or implement these methods, rather than providing direct implementations.

mediumcomparison#2

Add a 'Comparison' section to explicitly differentiate from implementation repositories

Why:

COPY-PASTE FIX

## Comparison with other repositories

This repository is a curated list of research papers, code, and datasets, serving as an index for the field of deep learning-based text detection and recognition. Unlike projects such as CRAFT, EAST, or DB, this repository does not provide an executable implementation or a pre-trained model. Instead, it guides researchers and developers to the relevant resources for these methods.

lowhomepage#3
Add the repository URL as the homepage
Why:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
https://github.com/hwalsuklee/awesome-deep-text-detection-recognition
```

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface hwalsuklee/awesome-deep-text-detection-recognition

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

CRAFT

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

CRAFT · recommended 2×
EAST · recommended 2×
TextSnake · recommended 2×
DB · recommended 1×
PSENet · recommended 1×

CATEGORY QUERY
What are the latest deep learning methods for accurate text detection in images?
you: not recommended
AI recommended (in order):
1. CRAFT
2. DB
3. PSENet
4. EAST
5. TextSnake
6. Mask R-CNN
AI recommended 6 alternatives but never named hwalsuklee/awesome-deep-text-detection-recognition. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Need a comprehensive list of research papers on deep learning for OCR tasks.
you: not recommended
AI recommended (in order):
1. LeNet-5
2. Deep TextSpotter
3. EAST
4. Mask TextSpotter
5. CRAFT
6. TextSnake
7. CRNN
8. STN-CRNN
9. ASTER
10. SAR
11. TrOCR
12. LayoutLM
13. LayoutLMv2
14. LayoutLMv3
15. DocFormer
AI recommended 15 alternatives but never named hwalsuklee/awesome-deep-text-detection-recognition. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of hwalsuklee/awesome-deep-text-detection-recognition?
pass
AI did not name hwalsuklee/awesome-deep-text-detection-recognition — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts hwalsuklee/awesome-deep-text-detection-recognition in production, what risks or prerequisites should they evaluate first?
pass
AI named hwalsuklee/awesome-deep-text-detection-recognition explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo hwalsuklee/awesome-deep-text-detection-recognition solve, and who is the primary audience?
pass
AI did not name hwalsuklee/awesome-deep-text-detection-recognition — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of hwalsuklee/awesome-deep-text-detection-recognition. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/hwalsuklee/awesome-deep-text-detection-recognition.svg)](https://repogeo.com/en/r/hwalsuklee/awesome-deep-text-detection-recognition)

HTML

<a href="https://repogeo.com/en/r/hwalsuklee/awesome-deep-text-detection-recognition"><img src="https://repogeo.com/badge/hwalsuklee/awesome-deep-text-detection-recognition.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

hwalsuklee/awesome-deep-text-detection-recognition — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite