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YangBai1109
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Datasets, Transforms and Models specific to Computer Vision
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.…
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
Pytorch implementation of convolutional neural network visualization techniques
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
CNN-RNN中文文本分类，基于TensorFlow
A collection of loss functions for medical image segmentation
Semantic Segmentation Architectures Implemented in PyTorch
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
My own leetcode solutions by python
Implementation of Convolutional LSTM in PyTorch.
Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
Read, modify and write DICOM files with python code
Generic U-Net Tensorflow implementation for image segmentation
PyTorch for Semantic Segmentation
Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings
Retina blood vessel segmentation with a convolutional neural network
Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans
Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras
QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）
ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
