Flux

⚠️ WARNING: This project is in its early stages of development.

Do not use in production.

Special Thanks

1. PaddlePaddle/PaddleX
2. Topdu/OpenOCR
3. breezedeus/Pix2Text
4. NormXU/nougat-latex-ocr
5. huggingface/transformers
6. bytedance/Dolphin
7. docling-project/docling
8. huggingface/optimum
9. OleehyO/TexTeller

Support Model Category

Model Category	Status
Layout	✅
Text Detection	✅
Text Recognition	✅
Formula Recognition	✅
Table Recognition	✅
Doc Orientation	✅

Support Model List

Layout Model

Model	CPU	CUDA
docling-layout-egret-large	✅	✅
docling-layout-egret-medium	✅	✅
docling-layout-egret-xlarge	✅	✅
docling-layout-heron	✅	✅
docling-layout-heron-101	✅	✅
PP-DocLayoutV2	✅	✅
PP-DocLayout_plus-L	✅	✅
PP-DocLayout-L	✅	✅
PP-DocLayout-M	✅	✅
PP-DocLayout-S	✅	✅
PicoDet-S_layout_17cls	✅	✅
PicoDet-L_layout_17cls	✅	✅
RT-DETR-H_layout_17cls	✅	✅

Text Detection Model

Model	CPU	CUDA
PP-OCRv5_server_det	✅	✅
PP-OCRv5_mobile_det	✅	✅
PP-OCRv4_server_det	✅	✅
PP-OCRv4_mobile_det	✅	✅

Text Recognition Model

Model	CPU	CUDA
PP-OCRv5_server_rec	✅	✅
PP-OCRv5_mobile_rec	✅	✅
PP-OCRv4_server_rec	✅	✅
PP-OCRv4_server_rec_doc	✅	✅
PP-OCRv4_mobile_rec	✅	✅

Formula Recognition Model

Model	CPU	CUDA
CodeFormulaV2	✅	✅
Dolphin	✅	✅
Dolphin-1.5	✅	✅
GOT-OCR-2.0	✅	✅
granite-docling-258M	✅	✅
nougat-latex-base	✅	✅
pix2text-mfr	✅	✅
pix2text-mfr-1.5	✅	✅
PP-FormulaNet-S	✅	❌
PP-FormulaNet-L	✅	❌
PP-FormulaNet_plus-S	✅	❌
PP-FormulaNet_plus-M	✅	❌
PP-FormulaNet_plus-L	✅	❌
TexTeller	✅	✅
unirec-0.1b	✅	✅

Table Recognition Model

Model	CPU	CUDA
Dolphin	✅	✅
Dolphin-1.5	✅	✅
unirec-0.1b	✅	✅

Doc Orientation Model

Model	CPU	CUDA
PP-LCNet_x1_0_doc_ori	✅	✅