keras-ocr
pandas-ai
| keras-ocr | pandas-ai | |
|---|---|---|
| 4 | 14 | |
| 1,333 | 11,051 | |
| - | 3.8% | |
| 3.5 | 9.8 | |
| 6 months ago | 5 days ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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.
pandas-ai
- PandasAI is great but is there a more general library?
- AI enhanced Pandas Python Library
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[P] Project Asking for Feedbacks, Critiques, and Everything in Between!
I started working on a project recently to familiar myself with LLM's. The project is called matplotlib_ai, and it's inspired by pandas_ai. matplotlib_ai is a package that is able to take in a natural language prompt by the user and generate graphs based on it. As of right now, it uses OpenAI's GPT-3.5 service only (so yes, it requires an API key from OpenAI), but I plan on incorporating other free LLM's too. The GitHub repo is here: https://github.com/notY0rick/matplotlib_ai.
- Trying to run prompt through pandasai and receiving index error
- Pandas AI?
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How do I get Local LLM to analyze an whole excel or CSV?
you could use this https://github.com/gventuri/pandas-ai
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Pandas AI – The Future of Data Analysis
The medium article is ok, if blocked at times. This is just a summary, not by the package author.
You can jump to the code at https://github.com/gventuri/pandas-ai to see more of what it's trying to do.
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AI Weekly rundown (May 7- May 13, 2023): OpenAI's Shap·E, Multimodal GPT, Anthropic's constitutional AI and a lot more.
Pandas gets an AI-powered upgrade. (Link)
- Pandas AI: make data conversational
- PandasAI: Query DataFrames Using LLMs
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)
RasaGPT - 💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram
doctr - docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
sketch - AI code-writing assistant that understands data content
mmocr - OpenMMLab Text Detection, Recognition and Understanding Toolbox
pandasql - sqldf for pandas
Image2CAD - An application to translate raster image of CAD drawing sheet to a user editable DXF format.
mito - The mitosheet package, trymito.io, and other public Mito code.
CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)
PromptQueries - An open-source C# library for generating LINQ queries using natural language prompts. Uses OpenAI API for language processing. Supports IQueryable data sources. Prevents SQL injection attacks. Simple and easy-to-use API.
AdelaiDet - AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
oxia - Oxia - Metadata store and coordination system