Surface defect detection of steel plate based on PaddleX

Steel defect detection project case 1, Project introduction This project comes from Kaggle's last project Steel surface defect detection competition , this is also a very good case of applying deep learning to traditional industrial material testing. This project will use Baidu PaddlePaddle. PaddleX Develop the deep learning algorithm suite, ...

Added by prabhuksmani on Sat, 04 Dec 2021 03:25:28 +0200

Mobile vit: an improved model with smaller, lighter and higher precision

introduce MobileViT: a lightweight general vision Transformer for mobile devices. According to the author, this is the first lightweight ViT work that can match the performance of lightweight CNN network, representing SOTA! The performance is better than MobileNetV3, CrossViT and other networks.Lightweight convolutional neural network (CNN) is ...

Added by snorcha on Sat, 27 Nov 2021 05:09:31 +0200

Oar regular season: Chinese News Text Title Classification Baseline(PaddleNLP)

Regular season: Chinese News Text Title Classification Baseline(PaddleNLP) 1, Scheme introduction 1.1 introduction to the competition: Text classification is to automatically classify and mark the text set (or other entities or objects) according to a certain classification system or standard with the help of computer. This competition is fo ...

Added by wattee on Wed, 10 Nov 2021 05:41:55 +0200

Skep model of true and false news classification based on PaddleNLP

1, Classification of true and false news of American general election based on PaddleNLP (2) classification task based on SKEP model 0. Interpretation Originally, this is all unfinished. I saw someone ask where Er is? I have to say that it has not been made public. I have to fill in the hole I dug with tears. Next time, the title will never d ...

Added by finalxerror on Mon, 08 Nov 2021 09:32:57 +0200

Subject classification of Chinese scientific literature based on small sample learning strategy library EFL based on PaddleNLP

Subject classification of Chinese scientific literature based on feed shot learning In recent years, machine learning and deep learning have achieved success in many fields. However, the success of deep learning model depends on a large number of training data. In the real world, some categories have only a small amount of data or a small amou ...

Added by monotoko on Sat, 06 Nov 2021 07:53:11 +0200

Punch in zero basic PaddleNLP [thousand words data set: text similarity] competition

0. Qianyan data set: introduction to text similarity competition Text similarity aims to identify whether two texts are semantically similar. Text similarity is an important research direction in the field of natural language processing. At the same time, it plays an important role in the fields of information retrieval, news recommendation, i ...

Added by perezf on Wed, 03 Nov 2021 03:01:05 +0200