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bert

TensorFlow code and pre-trained models for BERT

cnn_system

Keywords: CNN, Fully connect neural network, SFEW dataset, Image Preprocessing, Data Augmentation, Leakey ReLU, k-fold cross validation, Casper. In this project, I build my own CNN system with Image Preprocessing and Data Augmentation which are based on the computation ability and characteristic of used Dataset. This project implemented with Pytorch.

computer-vision-algorithms

deep-learning-with-tensorflow-book

深度学习开源书，基于TensorFlow 2.0实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

improvedcasper

This is a individual project. A structure 'Improved Casper' based on the Casper (Treadgold and Gedeon, 1997) Algorithm. Casper is an improved version of Cascor (Cascade Correlation) which is a Neural Network structure (Fahlman and Lebiere, 1990) is produced. The techniques used in original Casper algorithm are old claimed 20 years ago. In this project, I applied state-of-art techniques to improve the Casper Algorithm. The Dataset SFEW(Static Facial Expressions in the Wild) was used to evaluate Improved Casper. This project implemented with Pytorch.

msrn

pubtabnet

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

sgmn

Graph-Structured Referring Expressions Reasoning in The Wild, In CVPR 2020, Oral.

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

vl-bert

Code for the paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

vlp

Vision-Language Pre-training for Image Captioning and Question Answering