Image Super-Resolution for Anime-Style Art
A TensorFlow implementation of Baidu's DeepSpeech architecture
Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets
Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
GloVe model for distributed word representation
High-quality implementations of reinforcement learning algorithms
Deep learning software for colorizing black and white images with a few clicks.
Code for Densely Connected Convolutional Networks (DenseNets)
The project is an official implement of Microsoft ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking"
Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.
Simple Tensorflow implementation of Diverse Image-to-Image Translation via Disentangled Representations (ECCV 2018 Oral)
Facebook AI Research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
deep learning for aerial/satellite imagery
Google AI 2018 "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Paper URL" pytorch implementation
A Keras implementation of YOLOv3 (Tensorflow backend)
Torch implementation of ResNet and training scripts
Motion imitation with deep reinforcement learning. The framework uses reinforcement learning to train a simulated humanoid to imitate a variety of motion skills from mocap data.
Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)
Pytorch implementation of Center Loss
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
Software that generates photos from paintings, turns horses into zebras, performs style transfer, and more
Topic Modelling for Humans
Compare GAN code.
Implementation of triplet loss in TensorFlow
Lip Reading - Cross Audio-Visual Recognition using 3D Architectures
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Models built with TensorFlow
GluonNLP provides implementations of the state-of-the-art (SOTA) deep learning models in NLP, and build blocks for text data pipelines and models.