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ai-learn icon ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

cnn-paper icon cnn-paper

:art: CNN model learn ： **该项目已停止更新**，最新项目请到链接：https://github.com/DataXujing/CNN-paper2

cnn-paper2 icon cnn-paper2

:art: :art: 深度学习 卷积神经网络教程 ：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等:art::art:

cornernet-lite-pytorch icon cornernet-lite-pytorch

:rotating_light::rotating_light::rotating_light: CornerNet:基于虚拟仿真环境下的自动驾驶交通标志识别

diou_yolo_v3 icon diou_yolo_v3

:chart_with_upwards_trend::chart_with_upwards_trend::chart_with_upwards_trend:【口罩佩戴检测数据训练 | 开源口罩检测数据集和预训练模型】Train D/CIoU_YOLO_V3 by darknet for object detection

extremenet-pytorch icon extremenet-pytorch

:bug::bug::bug: Train and inference ExtremeNet in Pytorch! Support Bounding Box and Instance Segmentation train data!!

faster-r-cnn-keras icon faster-r-cnn-keras

:construction::construction::construction: Faster R-CNN实现安防中安全帽佩戴目标检测

keras-ocr icon keras-ocr

A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

mask_danmu icon mask_danmu

基于YOLOv2 / Mask-RCNN实现的视频蒙版弹幕，达到bilibili的demo效果。

mask_rcnn_keras icon mask_rcnn_keras

:bug::bug: Keras训练Mask RCNN教程，包括训练集构建，配置文件修改，训练，推断

opencv-flask icon opencv-flask

:bug: :bug: Opencv视频流传输到网页浏览器并做目标检测 :bug: :bug:

opencv3-intro-book-src icon opencv3-intro-book-src

《OpenCV3编程入门》书本配套源码||《Introduction to OpenCV3 Programming》Book Source Code

openspeech icon openspeech

Open-Source Toolkit for End-to-End Speech Recognition leveraging PyTorch-Lightning and Hydra.

plotbox2 icon plotbox2

:fire::fire::fire:A python package for plot bounding box in object detection

pytorch_yolo-v4 icon pytorch_yolo-v4

:art: Pytorch YOLO v4 训练自己的数据集超详细教程！！！ :art:(提供PDF训练教程下载）

retinanet-keras icon retinanet-keras

:pencil2::pencil2::pencil2: RetinaNet目标检测模型训练和推断

scaledyolov4 icon scaledyolov4

:fire::fire::fire: Scaled-YOLOv4训练自己的数据集详细教程PDF，关于paper解读请联系小编获取PDF文档

ssd-tensorflow icon ssd-tensorflow

:art::art::art: SSD-Tensorflow目标检测基于医学影像的消化内镜活检钳

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