Tech riderRev. 5 Oct 2026
- 1Runs onAPI, Linux, Mac, self-hosted, Windows
- 2CostsFree plan
2 lines stated Written from the maker's own pages: mindee.github.io
Overview
docTR is ranked #3 of 40 in OCR software on Specifiction, made by docTR. It runs on API, Linux, macOS, Self-hosted, Windows. There is a free plan.
docTR plans and pricing
All plansdocTR open-source Python library Free Python 3.11 or higher · install with pip, Git, or Docker mindee.github.io · 5 Oct 2026
Compared on OCR software
- Free plan
- Yesmindee.github.io
Facts
- Primary platform
- desktopmindee.github.io · 23 Sept 2026
- Supported inputs
- bothmindee.github.io · 23 Sept 2026
- Purpose
- docTR is a deep learning OCR library for locating and recognizing text in documents, intended for document automation and research.mindee.github.io · 5 Oct 2026
- OCR pipeline
- Its pretrained OCR predictors use a two-stage text detection and recognition pipeline.mindee.github.io · 5 Oct 2026
- Layout analysis
- A layout predictor detects document regions such as tables, figures, and headers.mindee.github.io · 5 Oct 2026
- Inputs and outputs
- The quickstart shows loading PDFs, images, and web pages and exporting results as plain text or a JSON-serializable dictionary.mindee.github.io · 5 Oct 2026
- Inference
- The project describes its predictors as optimized for inference on both CPU and GPU.mindee.github.io · 5 Oct 2026
- Customization
- Users can train custom detection, recognition, layout, and table structure models when pretrained models do not meet their needs.mindee.github.io · 5 Oct 2026
- Integrations
- The documentation describes loading and sharing models through the Hugging Face Hub.mindee.github.io · 5 Oct 2026
- Deployment
- The project provides a minimal REST API deployment template and a browser demo.mindee.github.io · 5 Oct 2026
- Installation
- The library can be installed with pip or from Git, and official Docker images are available from GitHub Container Registry.mindee.github.io · 5 Oct 2026
- Requirements
- The installation guide requires Python 3.11 or higher.mindee.github.io · 5 Oct 2026
- Security considerations
- For AWS Lambda, the guide says to disable multiprocessing and set the model cache directory within /tmp to comply with Lambda's write restrictions.mindee.github.io · 5 Oct 2026
- License
- The project identifies its license as Apache License 2.0.github.com · 5 Oct 2026
- Support
- The contribution guide directs users with questions to GitHub Discussions and also mentions a #doctr channel on Slack.mindee.github.io · 5 Oct 2026
- OCR features
- It provides pretrained two-stage text detection and recognition predictors and a layout analysis predictor for regions such as tables, figures, and headers.mindee.github.io · 5 Oct 2026
- Input formats
- docTR can read PDFs, images, and web pages, with HTML input requiring the optional html extra.mindee.github.io · 5 Oct 2026
- Output
- OCR results can be rendered as plain text or exported as a JSON-serialisable nested dictionary.mindee.github.io · 5 Oct 2026
- Extra modules
- The contrib module includes an artefact detector for items such as logos, QR codes, and barcodes, and requires onnxruntime.mindee.github.io · 5 Oct 2026
- Installation requirement
- The library requires Python 3.11 or higher and can be installed from pip, Git, or an official Docker image.mindee.github.io · 5 Oct 2026
- Pretrained weights
- Pretrained weights are downloaded on first use and cached locally for later calls.mindee.github.io · 5 Oct 2026
- Support resources
- The documentation provides community resources and tools, and invites users to submit issues or pull requests for community models.mindee.github.io · 5 Oct 2026
- Maker
- The project documentation says docTR is actively maintained by Mindee.mindee.github.io · 5 Oct 2026
Best docTR alternatives
See all 20 All accessCh 01 PaddleOCR Free planAndroidiOS Free to start8.4 All accessCh 02 Tesseract OCR LinuxWindows 8.2 All accessCh 04 FreeOCR.AI Free planAPIMac from $6.67/mo8.1 All accessCh 05 OCRmyPDF Free planAPILinux Free to start7.9 All accessCh 06 EasyOCR Free planLinuxMac Free to start7.9 All accessCh 07 ABBYY FineReader PDF iOSMac 7.7
Where it ranks on Specifiction
- Best OCR Software in 2026#3 of 40
- Best OCR API Software in 2026#7 of 27
Is docTR yours?
Claim it for free: prove the domain, then correct facts, plans and screenshots. An editor reviews every change.
Sources
- mindee.github.io/doctr/latest/using_doctr/using_models.h· checked 23 Sept 2026
- mindee.github.io/doctr/· checked 5 Oct 2026
- mindee.github.io/doctr/latest/getting_started/quickstart· checked 5 Oct 2026
- mindee.github.io/doctr/latest/using_doctr/custom_models_· checked 5 Oct 2026
- mindee.github.io/doctr/latest/using_doctr/sharing_models· checked 5 Oct 2026
- mindee.github.io/doctr/v0.12.0/contributing/contributing· checked 5 Oct 2026
- mindee.github.io/doctr/getting_started/installing.html· checked 5 Oct 2026
- mindee.github.io/doctr/latest/using_doctr/running_on_aws· checked 5 Oct 2026
- github.com/mindee/doctr/blob/main/setup.py· checked 5 Oct 2026
- mindee.github.io/doctr/using_doctr/using_contrib_modules· checked 5 Oct 2026
- mindee.github.io/doctr/community/resources.html· checked 5 Oct 2026