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Title: GitHub - FrostML/models: 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）

Open Graph Title: GitHub - FrostML/models: 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）

X Title: GitHub - FrostML/models: 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）

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） - FrostML/models

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） - FrostML/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） - FrostML/models

Opengraph URL: https://github.com/FrostML/models

X: @github

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	https://patch-diff.githubusercontent.com/FrostML/models#paddlepaddle-models
	https://github.com/PaddlePaddle/models
	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/LICENSE
前往使用免费算力	http://ai.baidu.com/support/news?action=detail&id=981
	https://patch-diff.githubusercontent.com/FrostML/models#目录
智能视觉(PaddleCV)	https://patch-diff.githubusercontent.com/FrostML/models#PaddleCV
图像分类	https://patch-diff.githubusercontent.com/FrostML/models#%E5%9B%BE%E5%83%8F%E5%88%86%E7%B1%BB
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图像生成	https://patch-diff.githubusercontent.com/FrostML/models#%E5%9B%BE%E5%83%8F%E7%94%9F%E6%88%90
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	https://patch-diff.githubusercontent.com/FrostML/models#paddlecv
	https://patch-diff.githubusercontent.com/FrostML/models#图像分类
图像分类	https://github.com/PaddlePaddle/PaddleClas
AlexNet	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
VGG19	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
GoogLeNet	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
ResNet50	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
ResNet200_vd	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
Inceptionv4	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
MobileNetV1	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
MobileNetV2	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
SENet154_vd	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
ShuffleNetV2	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
efficientNet	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
xception71	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
dpn107	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
mobilenetV3_small_x1_0	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
DarkNet53	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
DenseNet161	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
ResNeXt152_vd_64x4d	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
SqueezeNet1_1	https://paddleclas.readthedocs.io/zh_CN/latest/models/index.html
PaddleClas	https://github.com/PaddlePaddle/PaddleClas
	https://patch-diff.githubusercontent.com/FrostML/models#目标检测
PaddleDetection	https://github.com/PaddlePaddle/PaddleDetection
SSD	https://github.com/PaddlePaddle/PaddleDetection
Faster-RCNN	https://github.com/PaddlePaddle/PaddleDetection
Mask-RCNN	https://github.com/PaddlePaddle/PaddleDetection
RetinaNet	https://github.com/PaddlePaddle/PaddleDetection
YOLOv3	https://github.com/PaddlePaddle/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/release/1.7/PaddleCV/face_detection
Cascade RCNN	https://github.com/PaddlePaddle/PaddleDetection
Faceboxes	https://github.com/PaddlePaddle/PaddleDetection
BlazeFace	https://github.com/PaddlePaddle/PaddleDetection
	https://patch-diff.githubusercontent.com/FrostML/models#图像分割
PaddleSeg	https://github.com/PaddlePaddle/PaddleSeg
U-Net	https://github.com/PaddlePaddle/PaddleSeg/blob/release/v0.4.0/turtorial/finetune_unet.md
ICNet	https://github.com/PaddlePaddle/PaddleSeg/blob/release/v0.4.0/turtorial/finetune_icnet.md
PSPNet	https://github.com/PaddlePaddle/PaddleSeg/blob/release/v0.4.0/turtorial/finetune_pspnet.md
DeepLabv3+	https://github.com/PaddlePaddle/PaddleSeg/blob/release/v0.4.0/turtorial/finetune_deeplabv3plus.md
HRNet	https://github.com/PaddlePaddle/PaddleSeg/blob/release/v0.4.0/turtorial/finetune_hrnet.md
Fast-SCNN	https://github.com/PaddlePaddle/PaddleSeg/blob/release/v0.4.0/turtorial/finetune_fast_scnn.md
PSPNet (res101)	https://github.com/PaddlePaddle/Research/tree/master/CV/SemSegPaddle
GloRe (res101)	https://github.com/PaddlePaddle/Research/tree/master/CV/SemSegPaddle
PSPNet (res101)	https://github.com/PaddlePaddle/Research/tree/master/CV/SemSegPaddle
GloRe (res101)	https://github.com/PaddlePaddle/Research/tree/master/CV/SemSegPaddle
	https://patch-diff.githubusercontent.com/FrostML/models#关键点检测
Simple Baselines	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/human_pose_estimation
	https://patch-diff.githubusercontent.com/FrostML/models#图像生成
gan	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/gan
CGAN	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/gan
DCGAN	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/gan
Pix2Pix	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/gan
CycleGAN	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/gan
StarGAN	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/gan
AttGAN	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/gan
STGAN	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/gan
SPADE	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/gan
	https://patch-diff.githubusercontent.com/FrostML/models#场景文字识别
CRNN-CTC	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/ocr_recognition
OCR Attention	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/ocr_recognition
	https://patch-diff.githubusercontent.com/FrostML/models#度量学习
ResNet50未微调	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/metric_learning
ResNet50使用triplet微调	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/metric_learning
ResNet50使用quadruplet微调	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/metric_learning
ResNet50使用eml微调	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/metric_learning
ResNet50使用npairs微调	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleCV/metric_learning
	https://patch-diff.githubusercontent.com/FrostML/models#视频
TSN	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/video
Non-Local	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/video
StNet	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/video
TSM	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/video
Attention LSTM	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/video
Attention Cluster	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/video
NeXtVlad	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/video
C-TCN	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/video
BSN	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/video
BMN	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/video
ETS	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/video
TALL	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/video
SiamFC	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/tracking
ATOM	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/PaddleCV/tracking
	https://patch-diff.githubusercontent.com/FrostML/models#3d视觉
PointNet++	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/3d_vision/PointNet++
PointRCNN	https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/3d_vision/PointRCNN
	https://patch-diff.githubusercontent.com/FrostML/models#paddlenlp
PaddleNLP	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP
分词	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/lexical_analysis
词性标注	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/lexical_analysis
命名实体识别	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/lexical_analysis
文本分类	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/sentiment_classification
文本相似度计算	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/similarity_net
语义表示	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/pretrain_language_models
文本生成	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/seq2seq
阅读理解	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/machine_reading_comprehension
对话系统	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/dialogue_system
机器翻译系统	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/machine_translation
	https://patch-diff.githubusercontent.com/FrostML/models#nlp-基础技术
LAC(Lexical Analysis of Chinese)	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/lexical_analysis
Word2vec	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleRec/word2vec
Language_model	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/language_model
	https://patch-diff.githubusercontent.com/FrostML/models#nlp-核心技术
	https://patch-diff.githubusercontent.com/FrostML/models#语义表示
PaddleLARK	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/pretrain_language_models
ERNIE	https://github.com/PaddlePaddle/ERNIE
BERT	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/pretrain_language_models/BERT
XLNet	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/pretrain_language_models/XLNet
ELMo	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/pretrain_language_models/ELMo
	https://patch-diff.githubusercontent.com/FrostML/models#文本相似度计算
SimNet	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/similarity_net
	https://patch-diff.githubusercontent.com/FrostML/models#文本生成
seq2seq	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/seq2seq
	https://patch-diff.githubusercontent.com/FrostML/models#nlp-系统应用
	https://patch-diff.githubusercontent.com/FrostML/models#情感分析
Senta	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/sentiment_classification
EmotionDetection	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/emotion_detection
	https://patch-diff.githubusercontent.com/FrostML/models#阅读理解
machine_reading_comprehension	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/machine_reading_comprehension
DuReader	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/Research/ACL2018-DuReader
KT-Net	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/Research/ACL2019-KTNET
D-Net	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/Research/MRQA2019-D-NET
	https://patch-diff.githubusercontent.com/FrostML/models#机器翻译
machine_translation	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/machine_translation
Attention Is All You Need	https://arxiv.org/abs/1706.03762
	https://patch-diff.githubusercontent.com/FrostML/models#对话系统
dialogue_system	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/dialogue_system
DGU	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/dialogue_system/dialogue_general_understanding
ADEM	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/dialogue_system/auto_dialogue_evaluation
Proactive Conversation	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/Research/ACL2019-DuConv
DuConv	https://ai.baidu.com/broad/subordinate?dataset=duconv
Proactive Human-Machine Conversation with Explicit Conversation Goals	https://arxiv.org/abs/1906.05572
DAM	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/Research/ACL2018-DAM
Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network	https://aclweb.org/anthology/P18-1103/
Research	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleNLP/Research
	https://patch-diff.githubusercontent.com/FrostML/models#paddlerec
PaddleRec	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec
GRU4Rec	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec/gru4rec
TagSpace	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec/tagspace
SequenceSemanticRetrieval	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec/ssr
Word2Vec	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec/word2vec
Multiview-Simnet	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec/multiview_simnet
GraphNeuralNetwork	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec/gnn
DeepInterestNetwork	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec/din
DeepFM	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec/ctr/deepfm
DCN	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec/ctr/dcn
XDeepFM	https://github.com/PaddlePaddle/models/tree/develop/PaddleRec/ctr/xdeepfm
	https://patch-diff.githubusercontent.com/FrostML/models#paddlespeech
PaddleSpeech	https://github.com/PaddlePaddle/models/tree/release/1.7/PaddleSpeech
DeepASR	https://github.com/PaddlePaddle/models/blob/release/1.7/PaddleSpeech/DeepASR/README_cn.md
DeepSpeech2	https://github.com/PaddlePaddle/DeepSpeech
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin	https://arxiv.org/abs/1512.02595
Parakeet	https://github.com/PaddlePaddle/Parakeet
	https://patch-diff.githubusercontent.com/FrostML/models#基于动态图实现的模型
dygraph	https://github.com/PaddlePaddle/models/blob/develop/dygraph/
	https://patch-diff.githubusercontent.com/FrostML/models#其他模型
DQN	https://github.com/PaddlePaddle/models/blob/develop/legacy/PaddleRL/DeepQNetwork/README_cn.md
DoubleDQN	https://github.com/PaddlePaddle/models/blob/develop/legacy/PaddleRL/DeepQNetwork/README_cn.md
DuelingDQN	https://github.com/PaddlePaddle/models/blob/develop/legacy/PaddleRL/DeepQNetwork/README_cn.md
CIKM2019-MONOPOLY	https://github.com/PaddlePaddle/models/tree/develop/PaddleST/Research/CIKM2019-MONOPOLY
	https://patch-diff.githubusercontent.com/FrostML/models#快速下载模型库
https://paddlepaddle-modles.bj.bcebos.com/models-1.6.tar.gz	https://paddlepaddle-modles.bj.bcebos.com/models-1.6.tar.gz
https://paddlepaddle-modles.bj.bcebos.com/models-1.6.zip	https://paddlepaddle-modles.bj.bcebos.com/models-1.6.zip
https://paddlepaddle-modles.bj.bcebos.com/models-1.5.1.tar.gz	https://paddlepaddle-modles.bj.bcebos.com/models-1.5.1.tar.gz
https://paddlepaddle-modles.bj.bcebos.com/models-1.5.1.zip	https://paddlepaddle-modles.bj.bcebos.com/models-1.5.1.zip
https://paddlepaddle-modles.bj.bcebos.com/models-1.5.tar.gz	https://paddlepaddle-modles.bj.bcebos.com/models-1.5.tar.gz
https://paddlepaddle-modles.bj.bcebos.com/models-1.5.zip	https://paddlepaddle-modles.bj.bcebos.com/models-1.5.zip
https://paddlepaddle-modles.bj.bcebos.com/models-1.4.tar.gz	https://paddlepaddle-modles.bj.bcebos.com/models-1.4.tar.gz
https://paddlepaddle-modles.bj.bcebos.com/models-1.4.zip	https://paddlepaddle-modles.bj.bcebos.com/models-1.4.zip
https://paddlepaddle-modles.bj.bcebos.com/models-1.3.tar.gz	https://paddlepaddle-modles.bj.bcebos.com/models-1.3.tar.gz
https://paddlepaddle-modles.bj.bcebos.com/models-1.3.zip	https://paddlepaddle-modles.bj.bcebos.com/models-1.3.zip
	https://patch-diff.githubusercontent.com/FrostML/models#license
PaddlePaddle	https://github.com/PaddlePaddle/Paddle
Apache-2.0 license	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/LICENSE
	https://patch-diff.githubusercontent.com/FrostML/models#许可证书
PaddlePaddle	https://github.com/PaddlePaddle/Paddle
Apache-2.0 license	https://patch-diff.githubusercontent.com/FrostML/models/blob/develop/LICENSE
Readme	https://patch-diff.githubusercontent.com/FrostML/models#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/FrostML/models#Apache-2.0-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/FrostML/models
Activity	https://patch-diff.githubusercontent.com/FrostML/models/activity
0 stars	https://patch-diff.githubusercontent.com/FrostML/models/stargazers
0 watching	https://patch-diff.githubusercontent.com/FrostML/models/watchers
0 forks	https://patch-diff.githubusercontent.com/FrostML/models/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FFrostML%2Fmodels&report=FrostML+%28user%29
Releases	https://patch-diff.githubusercontent.com/FrostML/models/releases
6 tags	https://patch-diff.githubusercontent.com/FrostML/models/tags
Packages 0	https://patch-diff.githubusercontent.com/users/FrostML/packages?repo_name=models
	https://github.com
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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