CRAFT-pytorch
keras-ocr
| CRAFT-pytorch | keras-ocr | |
|---|---|---|
| 2 | 4 | |
| 2,947 | 1,332 | |
| 1.0% | - | |
| 0.0 | 3.5 | |
| about 1 month ago | 6 months ago | |
| Python | Python | |
| MIT License | MIT License |
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CRAFT-pytorch
- How can I install pytorch versions < 1.0 and torchvision==0.13 or lower?
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Decimal number detection
You'll find many tutorials on EAST which is slightly outdated. CRAFT is the one I meant: https://github.com/clovaai/CRAFT-pytorch
keras-ocr
- FLaNK Stack Weekly for 30 April 2023
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Ask HN: Best pretrained OCR model for dashcam footage?
I'm trying to detect things like speed limits, stop signs, retail building signs from a relatively low quality dashcam. The video is 1440p, but the optics aren't great.
So far I've been using generic OCR models like [1] and [2], but the results aren't great.
[1] https://github.com/faustomorales/keras-ocr
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Why do new architectures still use old models?
Yes, you should be able to do it by replacing the the backbone and training the other parts again. The results may be better or worse than you expected. See: https://github.com/faustomorales/keras-ocr/issues/113
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How easy would it be/how would I go about implementing automated OCR + word count estimate after a file upload for a translation website?
There's plenty of OCR models around. If you'll have a Python server handling this, you can try keras-ocr. If you want to do this right in the browser, you can use a tflite model.
What are some alternatives?
mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox
PaddleOCR - Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
doctr - docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
AdelaiDet - AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
pandas-ai - Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
a-PyTorch-Tutorial-to-Object-Detection - SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
Image2CAD - An application to translate raster image of CAD drawing sheet to a user editable DXF format.
mmrotate - OpenMMLab Rotated Object Detection Toolbox and Benchmark