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ai-job-notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

awesome-object-detection

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

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

cvpr-2017-abstracts-collection

Collection of CVPR 2017, including titles, links, authors, abstracts and my own comments

dataaugmentationforobjectdetection

Data Augmentation For Object Detection

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplab-v3plus

A higher performance pytorch implementation of DeepLab V3 Plus(DeepLab v3+)

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，近30万字。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

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

detectron-cascade-rcnn

Cascade R-CNN in Detectron

ead2019

Github pages

east

Reappearance 'EAST：An Efficient and Accurate Scene Text Detector' with pytorch

east-1

A tensorflow implementation of EAST text detector

examples

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

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

imgaug

Image augmentation for machine learning experiments.

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

python-data-structure-cn

problem-solving-with-algorithms-and-data-structure-using-python 中文版

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

pytorch-mask-rcnn

pytorch-retinanet

Pytorch implementation of RetinaNet object detection.

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-tutorials-examples-and-books

PyTorch1.0 tutorials, examples and some books I found 【更新中...】整理的PyTorch 1.0 最新版教程、例子和书籍

pytorch_mask_rcnn

Converted from [tf+keras version MASK-RCNN](https://github.com/matterport/Mask_RCNN)

rfbnet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

torchcv

TorchCV: a PyTorch vision library mimics ChainerCV