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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 fix_split_py2

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

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前往使用免费算力http://ai.baidu.com/support/news?action=detail&id=981
https://github.com/17MachineLearning/models/tree/fix_split_py2#目录
智能视觉(PaddleCV)https://github.com/17MachineLearning/models/tree/fix_split_py2#PaddleCV
图像分类https://github.com/17MachineLearning/models/tree/fix_split_py2#%E5%9B%BE%E5%83%8F%E5%88%86%E7%B1%BB
目标检测https://github.com/17MachineLearning/models/tree/fix_split_py2#%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B
图像分割https://github.com/17MachineLearning/models/tree/fix_split_py2#%E5%9B%BE%E5%83%8F%E5%88%86%E5%89%B2
关键点检测https://github.com/17MachineLearning/models/tree/fix_split_py2#%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/fix_split_py2#%E5%9B%BE%E5%83%8F%E7%94%9F%E6%88%90
场景文字识别https://github.com/17MachineLearning/models/tree/fix_split_py2#%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/fix_split_py2#%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/fix_split_py2#%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/fix_split_py2#PaddleNLP
基础模型（词法分析&语言模型）https://github.com/17MachineLearning/models/tree/fix_split_py2#%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/fix_split_py2#%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/fix_split_py2#%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/fix_split_py2#%E6%96%87%E6%9C%AC%E7%94%9F%E6%88%90
智能推荐(PaddleRec)https://github.com/17MachineLearning/models/tree/fix_split_py2#PaddleRec
其他模型https://github.com/17MachineLearning/models/tree/fix_split_py2#%E5%85%B6%E4%BB%96%E6%A8%A1%E5%9E%8B
https://github.com/17MachineLearning/models/tree/fix_split_py2#paddlecv
https://github.com/17MachineLearning/models/tree/fix_split_py2#图像分类
AlexNethttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
VGGhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
GoogleNethttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
ResNethttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
ResNet-Dhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
Inception-v4https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
MobileNet v1https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
MobileNet v2https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
SE_ResNeXthttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
ShuffleNet v2https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/image_classification
https://github.com/17MachineLearning/models/tree/fix_split_py2#目标检测
SSDhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleDetection
Faster-RCNNhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleDetection
Mask-RCNNhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleDetection
RetinaNethttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleDetection
YOLOv3https://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleDetection
Bag of Tricks for Image Classification with Convolutional Neural Networkshttps://arxiv.org/pdf/1812.01187.pdf
PyramidBoxhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/face_detection
https://github.com/17MachineLearning/models/tree/fix_split_py2#图像分割
ICNethttps://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/fix_split_py2#关键点检测
Simple Baselineshttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/human_pose_estimation
https://github.com/17MachineLearning/models/tree/fix_split_py2#图像生成
CGANhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
DCGANhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
Pix2Pixhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
CycleGANhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
StarGANhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
AttGANhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
STGANhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleGAN
https://github.com/17MachineLearning/models/tree/fix_split_py2#场景文字识别
CRNN-CTChttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/ocr_recognition
OCR Attentionhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/ocr_recognition
https://github.com/17MachineLearning/models/tree/fix_split_py2#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/fix_split_py2#视频分类和动作定位
TSNhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
Non-Localhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
stNethttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
TSMhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
Attention LSTMhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
Attention Clusterhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
NeXtVladhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
C-TCNhttps://github.com/PaddlePaddle/models/tree/develop/PaddleCV/PaddleVideo
https://github.com/17MachineLearning/models/tree/fix_split_py2#paddlenlp
https://github.com/17MachineLearning/models/tree/fix_split_py2#基础模型
https://github.com/17MachineLearning/models/tree/fix_split_py2#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/fix_split_py2#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/fix_split_py2#文本理解
https://github.com/17MachineLearning/models/tree/fix_split_py2#情感分析
Senta(Sentiment Classification)https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/sentiment_classification
https://github.com/17MachineLearning/models/tree/fix_split_py2#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/fix_split_py2#阅读理解
MRC(Machine Reading Comprehension)https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/reading_comprehension
pointer networkhttps://arxiv.org/abs/1506.03134
R-NEThttps://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/fix_split_py2#语义模型
https://github.com/17MachineLearning/models/tree/fix_split_py2#ernie
ERNIE(Enhanced Representation from kNowledge IntEgration)https://github.com/PaddlePaddle/LARK/tree/develop/ERNIE
https://github.com/17MachineLearning/models/tree/fix_split_py2#bert
BERT(Bidirectional Encoder Representation from Transformers)https://github.com/PaddlePaddle/LARK/tree/develop/BERT
https://github.com/17MachineLearning/models/tree/fix_split_py2#elmo
ELMo(Embeddings from Language Models)https://github.com/PaddlePaddle/LARK/tree/develop/ELMo
https://github.com/17MachineLearning/models/tree/fix_split_py2#simnet
SimNet(Similarity Net)https://github.com/PaddlePaddle/models/tree/develop/PaddleNLP/similarity_net
https://github.com/17MachineLearning/models/tree/fix_split_py2#文本生成
https://github.com/17MachineLearning/models/tree/fix_split_py2#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/fix_split_py2#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/fix_split_py2#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/fix_split_py2#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/fix_split_py2#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/fix_split_py2#paddlerec
TagSpacehttps://github.com/PaddlePaddle/models/tree/develop/PaddleRec
GRU4Rechttps://github.com/PaddlePaddle/models/tree/develop/PaddleRec
SequenceSemanticRetrievalhttps://github.com/PaddlePaddle/models/tree/develop/PaddleRec
DeepCTRhttps://github.com/PaddlePaddle/models/tree/develop/PaddleRec
Multiview-Simnethttps://github.com/PaddlePaddle/models/tree/develop/PaddleRec
Word2Vechttps://github.com/PaddlePaddle/models/tree/develop/PaddleRec
GraphNeuralNetworkhttps://github.com/PaddlePaddle/models/tree/develop/PaddleRec
DeepInterestNetworkhttps://github.com/PaddlePaddle/models/tree/develop/PaddleRec
https://github.com/17MachineLearning/models/tree/fix_split_py2#其他模型
DeepASRhttps://github.com/PaddlePaddle/models/blob/develop/PaddleSpeech/DeepASR/README_cn.md
DQNhttps://github.com/PaddlePaddle/models/blob/develop/PaddleRL/DeepQNetwork/README_cn.md
DoubleDQNhttps://github.com/PaddlePaddle/models/blob/develop/PaddleRL/DeepQNetwork/README_cn.md
DuelingDQNhttps://github.com/PaddlePaddle/models/blob/develop/PaddleRL/DeepQNetwork/README_cn.md
https://github.com/17MachineLearning/models/tree/fix_split_py2#license
PaddlePaddlehttps://github.com/PaddlePaddle/Paddle
Apache-2.0 licensehttps://github.com/17MachineLearning/models/blob/fix_split_py2/LICENSE
https://github.com/17MachineLearning/models/tree/fix_split_py2#许可证书
PaddlePaddlehttps://github.com/PaddlePaddle/Paddle
Apache-2.0 licensehttps://github.com/17MachineLearning/models/blob/fix_split_py2/LICENSE
Readme https://github.com/17MachineLearning/models/tree/fix_split_py2#readme-ov-file
Apache-2.0 license https://github.com/17MachineLearning/models/blob/develop/LICENSE
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