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500lineorless_cn

500 line or less 中文翻译计划。

adversarial-frcnn

A-Fast-RCNN (CVPR 2017)

albumentations

Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125

altair

Declarative statistical visualization library for Python

atss

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020

augmentor

Image augmentation library in Python for machine learning.

automl

Google Brain AutoML

awesome-chinese-nlp

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

bokeh

Interactive Data Visualization in the browser, from Python

darknet

darknet深度学习框架源码分析：详细中文注释，涵盖框架原理与实现语法分析

darknet-1

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

efficientnet-pytorch

A PyTorch implementation of EfficientNet

faster_rcnn_pytorch

fastnlp

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

fcis

Fully Convolutional Instance-aware Semantic Segmentation

fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

fluentpython-example-code

Example code for the book Fluent Python

garbage_classify

最严垃圾分类政策自7月1日颁布，如何进行垃圾分类已经成为居民生活的灵魂拷问。但是，没关系！AI在垃圾分类的应用可以成为居民的得力助手。本次垃圾分类挑战杯，目的在于构建基于深度学习技术的图像分类模型，实现垃圾图片类别的精准识别，大赛参考深圳垃圾分类标准，按可回收物、厨余垃圾、有害垃圾和其他垃圾四项分类。

imgaug

Image augmentation for machine learning experiments.

instinct

Data Miner， Chinese Tea Enthusiasts，born in Shandong，live in Shanghai

kl-loss

Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

models

Models and examples built with TensorFlow

opencv-python-tutorials

OpenCV+Python Tutorials

practical-python

Practical Python Programming (course by @dabeaz)

preciseroipooling

Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).

projects

Trying to complete over 100 projects in various categories in Python. Fork to learn any new language.