Registry / ai-ml / doclayout-yolo

doclayout-yolo

library0.0.4pypypiunverified

DocLayout-YOLO is an efficient and robust document layout analysis method based on YOLO, optimized for detecting document elements like text, tables, figures, and titles. Current version 0.0.4, pre-release stage with irregular cadence.

ai-ml data

pip install doclayout-yolo

package ↗

INSTALL

IMPORT

SIG · DOCLAYOUT-YOLO

doclayout-yolo

ai-mlpythonv0.0.4

Install

92.7s avg

Import

—

Disk

5495MB

Pass rate

3/ 10

Env Coverage3 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v0.0.4 · pip install

no network on importno background threads

Install × environment matrix

Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux

musl

glibc

py 3.10

✕ build_error

✓ 105.7s

py 3.11

✕ build_error

py 3.12

✕ build_error

✓ 89s

py 3.13

✕ build_error

✓ 83.4s

py 3.9

✕ build_error

✕ timeout

5495MB installed

● package 5495MB

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

detect_layout

✓ from doclayout_yolo import detect_layout

✗ from doclayout_yolo import detect_layout

Detect document layout elements (e.g., text, table, figure) in an image. The function returns a list of detected objects with bounding boxes and labels.

from doclayout_yolo import detect_layout # Replace with your image path image_path = 'document.jpg' results = detect_layout(image_path) print(results)

Debug

Known issues

gotchaModel weights are downloaded automatically on first use. Ensure internet access or pre-download the weights to avoid runtime errors.

fix

Run offline: download model file manually and specify model path via `detect_layout(image, model_path='path/to/model.pt')`.

affects: all

gotchaThe library is in early stage (v0.0.4); the API may change without notice. Pin the exact version in requirements.

fix

Use `pip install doclayout-yolo==0.0.4` and check release notes before upgrading.

affects: <1.0.0

deprecatedThe function `detect_layout` was introduced in v0.0.2; older versions required direct import of `DocLayoutYOLO` class and manual inference.

fix

Upgrade to >=0.0.2 and use `from doclayout_yolo import detect_layout`.

affects: <0.0.2

Upgrade

Version history

0.0.4latest on PyPI · released Jun 10, 2025

Audit

Dependencies

ultralyticsrequiredCore inference engine; YOLO models are loaded via ultralytics.YOLO.

torchrequiredPyTorch is required by ultralytics for model computation.

Agent activity

15 hits · last 30 days

node

OpenAI (training)

Resources

packagehttps://pypi.org/project/doclayout-yolo/ ↗