Joy (kattyjoy)

kattyjoy

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Joy's starred repositories

Rectlabel-support

RectLabel is an offline image annotation tool for object detection and segmentation.

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fe4ml-zh

:book: [译] 面向机器学习的特征工程

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cocoapi

COCO API - Dataset @ http://cocodataset.org/

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mmdetection

OpenMMLab Detection Toolbox and Benchmark

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PerceptualSimilarity

LPIPS metric. pip install lpips

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bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

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AnotherRedisDesktopManager

🚀🚀🚀A faster, better and more stable Redis desktop manager [GUI client], compatible with Linux, Windows, Mac.

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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lihang-code

《统计学习方法》的代码实现

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nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

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wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

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imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

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universal-data-tool

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

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python-grpc-demo

Python + gRPC demos

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flask-celery-example

This repository contains the example code for my blog article Using Celery with Flask.

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models

Models and examples built with TensorFlow

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system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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migration

《系统重构与迁移指南》手把手教你分析、评估现有系统、制定重构策略、探索可行重构方案、搭建测试防护网、进行系统架构重构、服务架构重构、模块重构、代码重构、数据库重构、重构后的架构守护

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SoftwareArchitect

Path to a Software Architect

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graphpipe

Machine Learning Model Deployment Made Simple

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Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

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pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

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nitrain

Train AI models efficiently on medical images using any framework

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CHINESE-OCR

[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景文字OCR识别

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benchmarks

Benchmark code

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detectron2

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

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aster

Recognizing cropped text in natural images.

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pipelines

Machine Learning Pipelines for Kubeflow

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OnlineJudge

Open source online judge based on Vue, Django and Docker. | 青岛大学开源 Online Judge | QQ群 496710125 | admin@qduoj.com

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geowave

GeoWave provides geospatial and temporal indexing on top of Accumulo, HBase, BigTable, Cassandra, Kudu, Redis, RocksDB, and DynamoDB.

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