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awesome-tensorlayer

A curated list of dedicated resources and applications
https://github.com/tensorlayer/awesome-tensorlayer

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2. General Computer Vision
- 1.2 DatasetAPI and TFRecord Examples
  - Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
  - OpenPose: Real-time multi-person keypoint detection
  - InsignFace - Additive Angular Margin Loss for Deep Face Recognition
  - Spatial-Transformer-Nets (STN)
  - U-Net Brain Tumor Segmentation
  - Image2Text: im2txt
4. GAN
- 1.2 DatasetAPI and TFRecord Examples
  - DCGAN
  - CycleGAN - convolution based on the paper by [[J. Zhu et al, 2017]](https://arxiv.org/abs/1703.10593).
  - SRGAN - A Super Resolution GAN based on the paper by [[C. Ledig et al, 2016]](https://arxiv.org/abs/1609.04802).
  - GAN-CLS for Text to Image Synthesis
  - BEGAN
  - BiGAN
  - Attention CycleGAN - guided Image-to-Image Translation
  - MoCoGAN
  - InfoGAN
  - Lifelong GAN
  - Unsupervised Image-to-Image Translation with Generative Adversarial Networks - Im2Im)
  - DAGAN
5. Natural Language Processing
- 5.1 ChatBot
  - Seq2Seq Chatbot - seq2seq).
- 5.5 Spam Detection
  - Chinese Spam Detector
- 5.2 Text Generation
  - Text Generation with LSTMs - Generating Trump Speech.
  - code1 - effectiveness/).
- 5.3 Text Classification
  - FastText Classifier
- 5.4 Word Embedding
  - Minimalistic Implementation of Word2Vec
6. Reinforcement Learning
- 5.5 Spam Detection
  - DRL Zoo for Industry
  - DRL Tutorial for Academic
7. (Variational) Autoencoders
- 5.5 Spam Detection
  - Variational Autoencoder
  - Variational Autoencoder
1. Basics Examples
- 1.1 MNIST and CIFAR10
- 1.2 DatasetAPI and TFRecord Examples
3. Quantization Networks
- 1.2 DatasetAPI and TFRecord Examples
8. Pretrained Models
- 5.5 Spam Detection
  - here
9. Data and Model Managment Tools
- 5.5 Spam Detection

Programming Languages

Python 22

Categories

1. Basics Examples 13 4. GAN 12 2. General Computer Vision 6 5. Natural Language Processing 6 3. Quantization Networks 5 9. Data and Model Managment Tools 4 7. (Variational) Autoencoders 2 6. Reinforcement Learning 2 8. Pretrained Models 1

Sub Categories

1.2 DatasetAPI and TFRecord Examples 28 5.5 Spam Detection 10 1.1 MNIST and CIFAR10 8 5.2 Text Generation 2 5.3 Text Classification 1 5.1 ChatBot 1 5.4 Word Embedding 1

Keywords

tensorlayer 16 tensorflow 14 gan 7 deep-learning 5 generative-adversarial-network 3 cnn 3 computer-vision 2 super-resolution 1 srgan 1 tensorlayerx 1 dcgan 1 image-captioning 1 unet 1 medical-imaging 1 tensorflow-tutorials 1 spatial-transformer-network 1 facerecognition 1 tensorrt 1 pose-estimation 1 openpose 1 neural-networks 1 mobilenet 1 distributed-training 1 style-transfer 1 mri-reconstruction 1 vggl16 1 variational-autoencoder 1 celeba-dataset 1 reinforcement-learning-practices 1 reinforcement-learning 1 paddepaddle 1 mindspore 1 deep-reinforcement-learning 1 antispam 1 rnn 1 python 1 nlp 1 lstm 1 corpus 1 chatbot 1 chat 1 bot 1 infogan 1 generative-adversarial-networks 1 text-to-image 1 vgg19 1 vgg16 1 vgg 1 deepdream 1