keras-ocr
Image2CAD
| keras-ocr | Image2CAD | |
|---|---|---|
| 4 | 1 | |
| 1,333 | 87 | |
| - | - | |
| 3.5 | 0.0 | |
| 6 months ago | almost 3 years ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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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.
Image2CAD
What are some alternatives?
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)
trufont - TruFont is a streamlined and hackable font editor. À l’ancienne.
doctr - docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
CavalierContours - 2D polyline library for offsetting, combining, etc.
mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox
tsugite - This is the repository of a Tsugite. It is a research prototype of an interactive software that supports the design and fabrication of wood joints.
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.
CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)
OpenDraft - Open-Source 2D CAD Project written in C++ 20 featuring a self-developed GUI system.
AdelaiDet - AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
python_cli_image_editor - A CLI image editor written in the Python Language.