Introducing PaddlePaddle: The Industrial ML Library

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Open-source ML libraries are the backbone of recent advancements in AI and ML Many opensource projects allowed researchers and developers to develop and build new solutions that are taking out the internet right now Among all, let's talk about one such library today🧵👇

We have seen many ML libraries for research purposes but there are very few libs available for industrial applications. Here is where @PaddlePaddle comes into the picture. It is an industrial platform with support for all the deep learning tasks 🤖 🔗 github.com/PaddlePaddle

PaddlePaddle from @Baidu_Inc originated from industrial practices with dedication and commitment to industrialization. It has been widely adopted by a wide range of sectors including manufacturing, agriculture, enterprise services Let's look at some of its features👇

1/ PaddleNLP Supports all the SOTA NLP tasks such as text classification, translation, Q&A models, NER, etc. Models like BERT, ERNIE, ROBERTA, and GPT are available in this library too. Read more about it on its readme 🔗github.com/PaddlePaddle/PaddleNLP/blob/develop/README_en.md

2/ PaddleSpeech PaddleSpeech is an open-source toolkit on the PaddlePaddle platform for a variety of critical tasks in speech and audio, with state-of-art and influential models.

3/ PaddleDetection PaddleDetection is an end-to-end object detection development kit based on PaddlePaddle. Providing over 30 model algorithms and over 300 pre-trained models, It covers object detection, instance segmentation, keypoint detection, and multi-object tracking.

4/ PaddleSeg PaddleSeg is an end-to-end high-efficient development toolkit for image segmentation based on PaddlePaddle, which helps both developers and researchers in the whole process of designing segmentation models, training models, optimizing performance and inference speed

5/ PaddleOCR PaddleOCR aims to create multilingual, awesome, leading, and practical OCR tools that help users train better models and apply them in practice.

6/ FastDeploy FastDeploy is an Easy-to-use and High-Performance AI model deployment toolkit for Cloud, Mobile, and Edge with out-of-the-box and unified experience, and end-to-end optimization for over 160+ Text, Vision, Speech, and Cross-modal AI models.🔥⚡

These are just some of the features of the PaddlePaddle, It is very rich in terms of features, support, and community. Do check out other features of the library by using the below link and ⭐the repo for more info👇 github.com/orgs/PaddlePaddle/repositories