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Name: zlhao

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zlhao's Projects

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

master-pytorch

Code for the paper "MASTER: Multi-Aspect Non-local Network for Scene Text Recognition" (Pattern Recognition 2021)

megreader

A research project for text detection and recognition using PyTorch 1.2.

mmdetection

Open MMLab Detection Toolbox and Benchmark

mnist-libtorch

An example of MNIST handwritten number recognition for LibTorch written by pure CPP

mobilenetv2-yolov3

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:

models

Models and examples built with TensorFlow

multi-label-inception-net

Multi-label image classification using pretrained Inception net.

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.

n_m3u8dl-cli

[.NET] m3u8 downloader 开源的命令行m3u8/HLS/dash下载器，支持普通AES-128-CBC解密，多线程，自定义请求头等. 支持简体中文,繁体中文和英文. English Supported.

ner-multimodal-pytorch

Pytorch Implementation of "Adaptive Co-attention Network for Named Entity Recognition in Tweets" (AAAI 2018)

neuralbody

Code for "Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans" CVPR 2021 best paper candidate

nlp-interview-notes

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含自然语言处理各领域的面试题积累。

nlp_paper_study

研读顶会论文，复现论文相关代码

nlp_xiaojiang

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification），实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

ocr-corrector

利用语言模型，纠正OCR识别错误

ocr.pytorch

A pure pytorch implemented ocr project including text detection and recognition

ocr_dataset

收集并整理有关OCR的数据集并统一标注格式，以便实验需要

onnxmltools

ONNXMLTools enables conversion of models to ONNX

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

openmmlabcourse

OpenMMLab course index and materials

opennmt-py

Open Source Neural Machine Translation in PyTorch

opennre

An Open-Source Package for Neural Relation Extraction (NRE)

paddle2onnx

PaddlePaddle to ONNX model converter

paddlenlp

Easy-to-use and Fast NLP library with awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications.

paddleocr

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

paddleocr2pytorch

PaddleOCR inference in PyTorch. Converted from [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR)

paper-reading

深度学习经典、新论文逐段精读

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