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Description: Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型） - GitHub - 17MachineLearning/models at benchmark

Open Graph Description: Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型） - 17MachineLearning/models

X Description: Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型） - 17MachineLearning/models

Opengraph URL: https://github.com/17MachineLearning/models/tree/benchmark

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Domain: github.com

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og:image:alt	Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型） - 17MachineLearning/models
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LICENSE	https://github.com/17MachineLearning/models/blob/benchmark/LICENSE
README.md	https://github.com/17MachineLearning/models/blob/benchmark/README.md
README.md	https://github.com/17MachineLearning/models/blob/benchmark/README.md
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License	https://github.com/17MachineLearning/models/tree/benchmark
	https://github.com/17MachineLearning/models/tree/benchmark#paddlepaddle-models
	https://github.com/PaddlePaddle/models
	https://github.com/17MachineLearning/models/blob/benchmark/LICENSE
前往使用免费算力	http://ai.baidu.com/support/news?action=detail&id=981
	https://github.com/17MachineLearning/models/tree/benchmark#目录
智能视觉(PaddleCV)	https://github.com/17MachineLearning/models/tree/benchmark#PaddleCV
图像分类	https://github.com/17MachineLearning/models/tree/benchmark#%E5%9B%BE%E5%83%8F%E5%88%86%E7%B1%BB
目标检测	https://github.com/17MachineLearning/models/tree/benchmark#%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B
图像分割	https://github.com/17MachineLearning/models/tree/benchmark#%E5%9B%BE%E5%83%8F%E5%88%86%E5%89%B2
关键点检测	https://github.com/17MachineLearning/models/tree/benchmark#%E5%85%B3%E9%94%AE%E7%82%B9%E6%A3%80%E6%B5%8B
图像生成	https://github.com/17MachineLearning/models/tree/benchmark#%E5%9B%BE%E5%83%8F%E7%94%9F%E6%88%90
场景文字识别	https://github.com/17MachineLearning/models/tree/benchmark#%E5%9C%BA%E6%99%AF%E6%96%87%E5%AD%97%E8%AF%86%E5%88%AB
度量学习	https://github.com/17MachineLearning/models/tree/benchmark#%E5%BA%A6%E9%87%8F%E5%AD%A6%E4%B9%A0
视频分类和动作定位	https://github.com/17MachineLearning/models/tree/benchmark#%E8%A7%86%E9%A2%91%E5%88%86%E7%B1%BB%E5%92%8C%E5%8A%A8%E4%BD%9C%E5%AE%9A%E4%BD%8D
智能文本处理(PaddleNLP)	https://github.com/17MachineLearning/models/tree/benchmark#PaddleNLP
基础模型（词法分析&语言模型）	https://github.com/17MachineLearning/models/tree/benchmark#%E5%9F%BA%E7%A1%80%E6%A8%A1%E5%9E%8B
文本理解（文本分类&阅读理解）	https://github.com/17MachineLearning/models/tree/benchmark#%E6%96%87%E6%9C%AC%E7%90%86%E8%A7%A3
语义模型（语义表示&语义匹配）	https://github.com/17MachineLearning/models/tree/benchmark#%E8%AF%AD%E4%B9%89%E6%A8%A1%E5%9E%8B
文本生成（机器翻译&对话生成）	https://github.com/17MachineLearning/models/tree/benchmark#%E6%96%87%E6%9C%AC%E7%94%9F%E6%88%90
智能推荐(PaddleRec)	https://github.com/17MachineLearning/models/tree/benchmark#PaddleRec
其他模型	https://github.com/17MachineLearning/models/tree/benchmark#%E5%85%B6%E4%BB%96%E6%A8%A1%E5%9E%8B
	https://github.com/17MachineLearning/models/tree/benchmark#paddlecv
	https://github.com/17MachineLearning/models/tree/benchmark#图像分类
AlexNet	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
VGG	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
GoogleNet	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
ResNet	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
ResNet-D	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
Inception-v4	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
MobileNet v1	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
MobileNet v2	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
SE_ResNeXt	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
ShuffleNet v2	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
	https://github.com/17MachineLearning/models/tree/benchmark#目标检测
SSD	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleDetection
Faster-RCNN	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleDetection
Mask-RCNN	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleDetection
RetinaNet	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleDetection
YOLOv3	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleDetection
Bag of Tricks for Image Classification with Convolutional Neural Networks	https://arxiv.org/pdf/1812.01187.pdf
PyramidBox	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/face_detection
	https://github.com/17MachineLearning/models/tree/benchmark#图像分割
ICNet	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/icnet
DeepLab V3+	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/deeplabv3%2B
	https://github.com/17MachineLearning/models/tree/benchmark#关键点检测
Simple Baselines	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/human_pose_estimation
	https://github.com/17MachineLearning/models/tree/benchmark#图像生成
CGAN	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
DCGAN	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
Pix2Pix	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
CycleGAN	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
StarGAN	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
AttGAN	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
STGAN	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
	https://github.com/17MachineLearning/models/tree/benchmark#场景文字识别
CRNN-CTC	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/ocr_recognition
OCR Attention	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/ocr_recognition
	https://github.com/17MachineLearning/models/tree/benchmark#度量学习
ResNet50未微调	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/metric_learning
ResNet50使用triplet微调	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/metric_learning
ResNet50使用quadruplet微调	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/metric_learning
ResNet50使用eml微调	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/metric_learning
ResNet50使用npairs微调	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/metric_learning
	https://github.com/17MachineLearning/models/tree/benchmark#视频分类和动作定位
TSN	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
Non-Local	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
stNet	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
TSM	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
Attention LSTM	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
Attention Cluster	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
NeXtVlad	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
C-TCN	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
	https://github.com/17MachineLearning/models/tree/benchmark#paddlenlp
	https://github.com/17MachineLearning/models/tree/benchmark#基础模型
	https://github.com/17MachineLearning/models/tree/benchmark#词法分析
LAC(Lexical Analysis of Chinese)	https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/lexical_analysis
	https://github.com/17MachineLearning/models/tree/benchmark#语言模型
基于LSTM的语言模型任务	https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/language_model
	https://github.com/17MachineLearning/models/tree/benchmark#文本理解
	https://github.com/17MachineLearning/models/tree/benchmark#情感分析
Senta(Sentiment Classification)	https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/sentiment_classification
	https://github.com/17MachineLearning/models/tree/benchmark#对话情绪识别
EmoTect(Emotion Detection)	https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/emotion_detection
	https://github.com/17MachineLearning/models/tree/benchmark#阅读理解
MRC(Machine Reading Comprehension)	https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/reading_comprehension
pointer network	https://arxiv.org/abs/1506.03134
R-NET	https://www.microsoft.com/en-us/research/wp-content/uploads/2017/05/r-net.pdf
论文	https://arxiv.org/abs/1711.05073
	https://github.com/17MachineLearning/models/tree/benchmark#语义模型
	https://github.com/17MachineLearning/models/tree/benchmark#ernie
ERNIE(Enhanced Representation from kNowledge IntEgration)	https://github.com/PaddlePaddle/LARK/tree/develop/ERNIE
	https://github.com/17MachineLearning/models/tree/benchmark#bert
BERT(Bidirectional Encoder Representation from Transformers)	https://github.com/PaddlePaddle/LARK/tree/develop/BERT
	https://github.com/17MachineLearning/models/tree/benchmark#elmo
ELMo(Embeddings from Language Models)	https://github.com/PaddlePaddle/LARK/tree/develop/ELMo
	https://github.com/17MachineLearning/models/tree/benchmark#simnet
SimNet(Similarity Net)	https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/similarity_net
	https://github.com/17MachineLearning/models/tree/benchmark#文本生成
	https://github.com/17MachineLearning/models/tree/benchmark#机器翻译
MT(machine translation)	https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/neural_machine_translation/transformer
	https://github.com/17MachineLearning/models/tree/benchmark#对话自动评估
对话自动评估(Auto Dialogue Evaluation)	https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/dialogue_model_toolkit/auto_dialogue_evaluation
	https://github.com/17MachineLearning/models/tree/benchmark#对话通用理解
DGU(Dialogue General Understanding)	https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/dialogue_model_toolkit/dialogue_general_understanding
	https://github.com/17MachineLearning/models/tree/benchmark#dam
深度注意力机制模型(Deep Attention Maching)	https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/dialogue_model_toolkit/deep_attention_matching
	https://github.com/17MachineLearning/models/tree/benchmark#知识驱动对话
知识驱动对话的新对话任务	https://github.com/baidu/knowledge-driven-dialogue/tree/master
	https://github.com/17MachineLearning/models/tree/benchmark#paddlerec
TagSpace	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec
GRU4Rec	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec
SequenceSemanticRetrieval	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec
DeepCTR	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec
Multiview-Simnet	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec
Word2Vec	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec
GraphNeuralNetwork	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec
DeepInterestNetwork	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec
	https://github.com/17MachineLearning/models/tree/benchmark#其他模型
DeepASR	https://github.com/PaddlePaddle/models/blob/develop/PaddleSpeech/DeepASR/README_cn.md
DQN	https://github.com/PaddlePaddle/models/blob/develop/PaddleRL/DeepQNetwork/README_cn.md
DoubleDQN	https://github.com/PaddlePaddle/models/blob/develop/PaddleRL/DeepQNetwork/README_cn.md
DuelingDQN	https://github.com/PaddlePaddle/models/blob/develop/PaddleRL/DeepQNetwork/README_cn.md
	https://github.com/17MachineLearning/models/tree/benchmark#license
PaddlePaddle	https://github.com/PaddlePaddle/Paddle
Apache-2.0 license	https://github.com/17MachineLearning/models/blob/benchmark/LICENSE
	https://github.com/17MachineLearning/models/tree/benchmark#许可证书
PaddlePaddle	https://github.com/PaddlePaddle/Paddle
Apache-2.0 license	https://github.com/17MachineLearning/models/blob/benchmark/LICENSE
Readme	https://github.com/17MachineLearning/models/tree/benchmark#readme-ov-file
Apache-2.0 license	https://github.com/17MachineLearning/models/blob/develop/LICENSE
Please reload this page	https://github.com/17MachineLearning/models/tree/benchmark
Activity	https://github.com/17MachineLearning/models/activity
Custom properties	https://github.com/17MachineLearning/models/custom-properties
0 forks	https://github.com/17MachineLearning/models/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2F17MachineLearning%2Fmodels&report=17MachineLearning+%28user%29
Releases	https://github.com/17MachineLearning/models/releases
5 tags	https://github.com/17MachineLearning/models/tags
Packages 0	https://github.com/orgs/17MachineLearning/packages?repo_name=models
Please reload this page	https://github.com/17MachineLearning/models/tree/benchmark
Contributors	https://github.com/17MachineLearning/models/graphs/contributors
Please reload this page	https://github.com/17MachineLearning/models/tree/benchmark
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Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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