https://github.com/mindee/doctr

deep-learning document-recognition ocr optical-character-recognition pytorch tensorflow2 text-detection text-detection-recognition text-recognition

Score: 25.430640247237225

Last synced: about 20 hours ago
JSON representation

Repository metadata:

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning. Ongoing development and maintenance by t2k.

Host: GitHub
URL: https://github.com/mindee/doctr
Owner: mindee
License: apache-2.0
Created: 2021-01-08T16:05:12.000Z (almost 6 years ago)
Default Branch: main
Last Pushed: 2026-10-16T11:33:15.000Z (9 days ago)
Last Synced: 2026-10-17T07:15:02.438Z (9 days ago)
Topics: deep-learning, document-recognition, ocr, optical-character-recognition, pytorch, tensorflow2, text-detection, text-detection-recognition, text-recognition
Language: Python
Homepage: https://mindee.github.io/doctr/
Size: 116 MB
Stars: 6,390
Watchers: 52
Forks: 687
Open Issues: 22
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md

Owner metadata:

Name: Mindee
Login: mindee
Email: hello@mindee.com
Kind: organization
Description:
Website: https://www.mindee.com/
Location:
Twitter: mindeeapi
Company:
Icon url: https://avatars.githubusercontent.com/u/68231970?v=4
Repositories: 30
Last Synced at: 2026-10-21T14:47:00.542Z
Profile URL: https://github.com/mindee

GitHub Events

Total

Commit comment event: 3
Create event: 16
Delete event: 15
Discussion event: 1
Fork event: 149
Gollum event: 6
Issue comment event: 503
Issues event: 101
Member event: 1
Pull request event: 199
Pull request review comment event: 199
Pull request review event: 241
Push event: 197
Release event: 3
Watch event: 1560
Total: 3194

Last Year

Create event: 6
Delete event: 6
Discussion event: 1
Fork event: 15
Issue comment event: 10
Issues event: 5
Pull request event: 20
Pull request review comment event: 1
Pull request review event: 5
Push event: 51
Watch event: 171
Total: 291

Committers metadata

Last synced: 2 days ago

Total Commits: 1,104
Total Committers: 84
Avg Commits per committer: 13.143
Development Distribution Score (DDS): 0.681

Commits in past year: 113
Committers in past year: 18
Avg Commits per committer in past year: 6.278
Development Distribution Score (DDS) in past year: 0.442

Name	Email	Commits
F-G Fernandez	7****e	352
Felix Dittrich	f**2@g**m	288
Charles Gaillard	c**s@m**o	193
Olivier Dulcy	1****e	56
T2K-Felix	1****K	42
dependabot[bot]	4****]	27
SiddhantBahuguna	9****a	11
F-G Fernandez	2****m	10
Mohammad Hijjawi	5****7	9
fercho1999leon	5****n	6
Jan Razlaw	j**w@c**e	4
max	4****r	4
mara004	g**l@g**m	4
hylin	l**0@g**m	4
aminemindee	1****e	4
Juneja Sarjil	s**3@g**m	4
HamzaGbada	5****a	3
Jan	1****e	3
Rob192	3****2	3
t2kgrosse-boelting	s**g@t**e	3
kriko	5****n	2
khalidMindee	5****e	2
ianaré	9****e	2
fmobrj	f**i@m**m	2
RBMindee	9****e	2
Omar Sanseviero	o****o	2
Matvey Karpov	m**k@g**m	2
Kosheleva Elena	e**6@g**m	2
Ikko Eltociear Ashimine	e**r@g**m	2
Farhan Hai Khan	n**0@g**m	2
and 54 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 218
Total pull requests: 509
Average time to close issues: 4 months
Average time to close pull requests: 12 days
Total issue authors: 117
Total pull request authors: 59
Average comments per issue: 3.79
Average comments per pull request: 1.96
Merged pull request: 397
Bot issues: 0
Bot pull requests: 31

Past year issues: 11
Past year pull requests: 68
Past year average time to close issues: 18 days
Past year average time to close pull requests: 8 days
Past year issue authors: 7
Past year pull request authors: 19
Past year average comments per issue: 0.82
Past year average comments per pull request: 1.57
Past year merged pull request: 54
Past year bot issues: 0
Past year bot pull requests: 5

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/mindee/doctr

Top Issue Authors

felixdittrich92 (34)
fg-mindee (32)
decadance-dance (7)
charlesmindee (7)
ArsalanYounus007 (5)
haimat (4)
ajkdrag (4)
vikasr111 (3)
dchaplinsky (2)
Lubhawan (2)
Razlaw (2)
kripper (2)
mkrzywda (2)
hienphan161 (2)
fharper (2)

Top Pull Request Authors

felixdittrich92 (214)
fg-mindee (50)
felixT2K (36)
odulcy-mindee (32)
dependabot[bot] (31)
charlesmindee (22)
sarjil77 (12)
MohammadHijjawi97 (9)
fercho1999leon (7)
lachesis (5)
Razlaw (5)
lkosh (4)
jk4e (4)
quotentiroler (4)
milosacimovic (4)

Top Issue Labels

type: bug (85)
type: enhancement (67)
module: models (35)
help wanted (22)
awaiting response (15)
topic: documentation (15)
framework: pytorch (13)
critical (13)
type: new feature (11)
topic: text detection (9)
module: io (9)
topic: text recognition (8)
framework: tensorflow (8)
good first issue (6)
topic: build (6)
topic: character classification (6)
ext: references (6)
module: datasets (5)
module: utils (5)
ext: docs (4)
topic: docker (4)
ext: tests (4)
ext: scripts (3)
topic: ci (3)
module: transforms (3)
topic: table comprehension (2)
topic: onnx (2)
benchmark (2)
os: mac (2)
topic: object detection (2)

Top Pull Request Labels

type: enhancement (167)
topic: documentation (154)
module: models (144)
ext: tests (106)
ext: docs (106)
type: misc (84)
type: bug (82)
topic: ci (68)
topic: build (64)
topic: text detection (64)
framework: pytorch (60)
ext: references (59)
module: datasets (50)
framework: tensorflow (49)
topic: text recognition (48)
module: utils (34)
topic: character classification (30)
module: io (29)
type: new feature (27)
ext: api (23)
module: transforms (21)
type: code quality (19)
type: breaking change (13)
ext: demo (11)
benchmark (11)
topic: docker (10)
topic: layout detection (10)
critical (9)
topic: onnx (7)
module: contrib (5)

Package metadata

Total packages: 4
Total downloads:
- pypi: 204,710 last-month
- npm: 43 last-month
Total docker downloads: 857
Total dependent packages: 3 (may contain duplicates)
Total dependent repositories: 20 (may contain duplicates)
Total versions: 51
Total maintainers: 3

pypi.org: python-doctr

Document Text Recognition (docTR): deep Learning for high-performance OCR on documents.

Homepage:
Documentation: https://python-doctr.readthedocs.io/
Licenses: Apache Software License
Latest release: 1.1.0 (published 2 months ago)
Last Synced: 2026-10-23T21:03:48.075Z (2 days ago)
Versions: 21
Dependent Packages: 3
Dependent Repositories: 20
Downloads: 204,697 Last month
Docker Downloads: 857
Rankings:
- Downloads: 2.387%
- Dependent packages count: 3.161%
- Average: 3.174%
- Dependent repos count: 3.24%
- Docker downloads count: 3.907%
Maintainers (1)
- techmindee

proxy.golang.org: github.com/mindee/doctr

Homepage:
Documentation: https://pkg.go.dev/github.com/mindee/doctr#section-documentation
Licenses: apache-2.0
Latest release: v1.1.0 (published 2 months ago)
Last Synced: 2026-10-23T21:03:47.800Z (2 days ago)
Versions: 21
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 6.971%
- Average: 7.416%
- Dependent repos count: 7.862%

npmjs.org: n8n-nodes-doctr

Extract text from images using docTR OCR in n8n workflows

Homepage: https://github.com/mindee/doctr
Licenses: MIT
Latest release: 0.1.7 (published 11 months ago)
Last Synced: 2026-10-23T21:06:12.227Z (2 days ago)
Versions: 8
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 43 Last month
Rankings:
- Stargazers count: 1.11%
- Forks count: 1.317%
- Downloads: 5.062%
- Average: 13.076%
- Dependent repos count: 23.701%
- Dependent packages count: 34.189%
Maintainers (1)
- sproilex

pypi.org: indic-doctr

Indic Document Text Recognition (indic-docTR): deep Learning for high-performance OCR on documents.

Homepage:
Documentation: https://indic-doctr.readthedocs.io/
Licenses: Apache Software License
Latest release: 0.7.1a0 (published over 3 years ago)
Last Synced: 2026-10-23T21:04:12.127Z (2 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 13 Last month
Rankings:
- Dependent packages count: 6.633%
- Average: 18.622%
- Dependent repos count: 30.611%
Maintainers (1)
- AdvaitaDasein

Dependencies

references/requirements.txt pypi

fastprogress >=0.1.21
wandb >=0.10.31

setup.py pypi

deps *

api/pyproject.toml pypi

httpx >=0.23.0 develop
pytest >=5.3.2,<8.0.0 develop
pytest-asyncio >=0.14.0,<1.0.0 develop
requests ^2.20.0 develop
fastapi >=0.73.0
python >=3.8.2,<3.11
python-doctr >=0.7.0
python-multipart ==0.0.5
tensorflow >=2.9.0,<3.0.0
tensorflow-addons >=0.17.1
uvicorn >=0.11.1

.github/workflows/builds.yml actions

actions/cache v2 composite
actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/demo.yml actions

actions/cache v2 composite
actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/doc-status.yml actions

actions/setup-python v1 composite

.github/workflows/docker.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/docs.yml actions

JamesIves/github-pages-deploy-action 3.7.1 composite
actions/cache v2 composite
actions/checkout v2 composite
actions/setup-python v2 composite
webfactory/ssh-agent v0.4.1 composite

.github/workflows/main.yml actions

actions/cache v2 composite
actions/checkout v2 composite
actions/download-artifact v2 composite
actions/setup-python v2 composite
actions/setup-python v1 composite
actions/upload-artifact v2 composite
codecov/codecov-action v1 composite
frgfm/validate-python-headers main composite

.github/workflows/pr-labels.yml actions

actions/checkout v2 composite
actions/github-script 0.3.0 composite
actions/setup-python v2 composite

.github/workflows/pull_requests.yml actions

actions/cache v2 composite
actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/references.yml actions

actions/cache v2 composite
actions/checkout v2 composite
actions/setup-python v2 composite
actions/setup-python v1 composite

.github/workflows/scripts.yml actions

actions/cache v2 composite
actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/style.yml actions

actions/cache v2 composite
actions/checkout v2 composite
actions/setup-python v2 composite

Dockerfile docker

python 3.8-slim build

api/Dockerfile docker

tiangolo/uvicorn-gunicorn-fastapi python3.8-slim build

demo/pt-requirements.txt pypi

streamlit >=1.0.0

.github/actions/setup-env/action.yml actions

actions/cache v6 composite
actions/setup-python v6 composite

.github/workflows/public_docker_images.yml actions

actions/checkout v7 composite
docker/build-push-action v7 composite
docker/login-action v4 composite
docker/metadata-action v6 composite
docker/setup-buildx-action v4 composite

.github/workflows/publish.yml actions

actions/checkout v7 composite
actions/setup-python v7 composite

pyproject.toml pypi

anyascii >=0.3.2
h5py >=3.1.0,<4.0.0
huggingface-hub >=0.20.0,<2.0.0
langdetect >=1.0.9,<2.0.0
numpy >=1.16.0,<3.0.0
onnx >=1.12.0,<3.0.0
opencv-python >=4.5.0,<6.0.0
pillow >=10.1.0
pyclipper >=1.2.0,<2.0.0
pypdfium2 >=4.11.0,<6.0.0
rapidfuzz >=3.0.0,<4.0.0
scipy >=1.4.0,<2.0.0
shapely >=1.6.0,<3.0.0
torch >=2.0.0,<3.0.0
torchvision >=0.15.0
tqdm >=4.30.0
validators >=0.18.0

.github/workflows/clear_caches.yml actions

MyAlbum/purge-cache v2 composite

api/docker-compose.yml docker

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