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awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

complex-yolov4-pytorch

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

darknet

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

data-augment

imgaug--Bounding Boxes augment

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep_learning_object_detection

A paper list of object detection using deep learning.

dvector

Speaker embedding (d-vector) trained with GE2E loss

efficientnet-yolo3-keras

这是一个efficientnet-yolo3-keras的源码，将yolov3的主干特征提取网络修改成了efficientnet

efficientnet-yolo3-pytorch

这是一个efficientnet-yolo3-keras的源码，将yolov3的主干特征提取网络修改成了efficientnet

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

faster-rcnn-tensorflow-python3

Tensorflow Faster R-CNN for Windows/Linux and Python 3 (3.5/3.6/3.7)

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

gaussian_yolov3

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)

gluon-cv

Gluon CV Toolkit

image_augmentor

Data augmentation tool for images

imgaug

Image augmentation for machine learning experiments.

keras

Deep Learning for humans

keras-yolov4

supports training, at least 39.5% mAP.支持训练，至少39.5%mAP。少数的给出精度的复现。

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

mobilenet-ssd-keras

这是一个mobilenet-ssd-keras的源码，可以用于训练自己的轻量级ssd模型。

models

Models and examples built with TensorFlow

pcb-dataset

A synthetic PCB dataset

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

pyannote-metrics

A toolkit for reproducible evaluation, diagnostic, and error analysis of speaker diarization systems

python-100-days

Python - 100天从新手到大师

pytorch-tutorial

Build your neural network easy and fast

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