jinliangpp (jingliangpp)

jingliangpp

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3DUnetCNN

Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

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Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

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crnn_ctc-centerloss

ctcloss + centerloss crnn text recognition

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CenterNet2

Two-stage CenterNet

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ABINet

Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition

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GCNet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

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CVPR2024-Paper-Code-Interpretation

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集,极市团队整理

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CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

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ECANet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

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unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

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PICK-pytorch

Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)

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LaTeX_OCR_PRO

:art: 数学公式识别增强版:中英文手写印刷公式、支持初级符号推导(数据结构基于 LaTeX 抽象语法树)Math Formula OCR Pro, supports handwrite, Chinese-mixed formulas and simple symbol reasoning (based on LaTeX AST).

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CTCDecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

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NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

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awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

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deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

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ResNeSt

ResNeSt: Split-Attention Networks

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PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

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PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

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pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

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AdelaiDet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

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detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

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YOLO-v5

:art: Pytorch YOLO v5 训练自己的数据集超详细教程!!! :art: (提供PDF训练教程下载)

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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deep_learning_object_detection

A paper list of object detection using deep learning.

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DBNet.pytorch

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

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stylegan2

StyleGAN2 - Official TensorFlow Implementation

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pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

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tensorflow

An Open Source Machine Learning Framework for Everyone

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the-gan-zoo

A list of all named GANs!

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