A curated list of MXNet examples, tutorials and blogs. It is inspired by awesome-caffe.
If you want to contribute to this list and the examples, please open a new pull request.
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- incubator-mxnet-site
- Tutorial Documentation
- Gluon Tutorial Documentation
- Gluon Tutorial Documentation (Simplified Chinese)
- Gluon Api
- CheatSheet
- Using MXNet
- TVM Documentation
- NNVM Documentation
- Linalg examples
- NNVM Vison Demo
- MTCNN
- MTCNN (original detector)
- MXNet Face
- Tiny Face
- FaceDetection-ConvNet-3D
- VanillaCNN
- DeepID v1
- Head Pose
- Triple Loss
- Center Loss
- Center Loss(Gluon:star:)
- Large-Margin Softmax Loss
- Range Loss
- Convolutional Sketch Inversion
- Convolutional Pose Machines
- Realtime Multi-Person Pose Estimation
- OpenPose
- Face68Pts
- Dynamic pose estimation
- LSTM for HAR
- C3D
- DeepHumanPrediction
- SphereFace/FocalLoss/CenterLoss/KNNLoss(CUDA)
- SphereFace/KNNLoss(Python)
- DCGAN face generation(Gluon:star:)
- P3D
- InsightFace
- rl-multishot-reid
- VisualBackProp
- VQA
- VQA(Gluon:star:)
- text2image(Gluon:star:)
- Traffic sign classification
- cicada classification
- geometric-matching
- Loss Surfaces
- Class Activation Mapping
- AdversarialAutoEncoder
- Neural Image Caption
- mmd/jmmd/adaBN
- NetVlad
- multilabel
- multi-task
- siamese
- matchnet
- DPSH
- Yelp Restaurant Photo Classifacation
- siamese_network_on_omniglot(Gluon:star:)
- StrassenNets
- Image Embedding Learning(Gluon:star:)
- DIRNet
- sockeye
- MXNMT
- Char-RNN(Gluon:star:)
- AC-BLSTM
- mxnet-seq2seq
- MXSeq2Seq(Gluon:star:)
- MemN2N
- Neural Programmer-Interpreters
- sequence-sampling
- retrieval chatbot
- multi-attention(Gluon:star:)
- cnn+Highway Net
- sentiment-analysis(Gluon:star:)
- parserChiang(Gluon:star:)
- Neural Variational Document Model(Gluon:star:)
- NER with Bidirectional LSTM-CNNs
- Sequential Matching Network(Gluon:star:)