Shypd.aiThe largest open index of AI toolscrnn is an implementation of Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition. It combines CNN, RNN, and CTC loss for tasks like scene text recognition and OCR.
Trending
Also listed in
About
crnn is an open-source implementation of a Convolutional Recurrent Neural Network (CRNN) designed for image-based sequence recognition. This powerful tool integrates Convolutional Neural Networks (CNNs) for feature extraction, Recurrent Neural Networks (RNNs) for sequence modeling, and Connectionist Temporal Classification (CTC) loss for alignment-free training. It is particularly well-suited for applications such as scene text recognition, where text appears in complex backgrounds, and Optical Character Recognition (OCR) tasks, enabling the conversion of images of text into machine-encoded text. The software is available on GitHub, suggesting a focus on developer and research communities.
Capabilities
Pricing & Plans
open-source
Free
FAQs
Trending
