pic2prose

Name	pic2prose JSON
Version	0.0.2 JSON
	download
home_page
Summary	Enables real-world data collection, bridges the gap between OCR and NLP, enabling you to convert text from any image to ready to use nlp data structures.
upload_time	2023-09-22 05:01:33
maintainer
docs_url	None
author	Rohit Mishra
requires_python
license
keywords	python images text nlp natural language lexicon
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            
# pic2prose
A package that can take in images and build a corpus and produce nlp datastructures for direct use in experimentation and model training.

Take any image with text, use p2p to generate NLP datastructures ready for use in fine-tuning LLM's, generating embeddings, sentiment classification, etc.

# Installation
```
pip install pic2prose
```

Open up your favorite editor, import, and build a robust corpus.
```
from pic2prose.structures import *

# initialize the object
# may take longer if you're not using a GPU
corpus = Corp(image_path="ex1.png")

# generate co-occurrence matrix
corpus.get_co_occurrence_matrix()

# generate tf-idf matrix
corpus.get_tfidf_matrix()

# one-hot encodings
corpus.one_hot_encode()
```

# Coming Soon
Support for building corpi from URL

            

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