Counting 3,222 Big Data & Machine Learning Frameworks, Toolsets, and Examples...
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waifu2x

12214

Image Super-Resolution for Anime-Style Art

DeepSpeech

8190

A TensorFlow implementation of Baidu's DeepSpeech architecture

vid2vid

4822

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

pix2pix-tensorflow

3507

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets

tfoptflow

54

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)

generative-models

4057

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

GloVe

2950

GloVe model for distributed word representation

baselines

5721

High-quality implementations of reinforcement learning algorithms

interactive-deep-colorization

1697

Deep learning software for colorizing black and white images with a few clicks.

DenseNet

2944

Code for Densely Connected Convolutional Networks (DenseNets)

human-pose-estimation.pytorch

514

The project is an official implement of Microsoft ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking"

face_classification

3292

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

DRIT-Tensorflow

59

Simple Tensorflow implementation of Diverse Image-to-Image Translation via Disentangled Representations (ECCV 2018 Oral)

Detectron

17036

Facebook AI Research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

raster-vision

407

deep learning for aerial/satellite imagery

BERT-pytorch

726

Google AI 2018 "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Paper URL" pytorch implementation

keras-yolo3

1563

A Keras implementation of YOLOv3 (Tensorflow backend)

fb.resnet.torch

1593

Torch implementation of ResNet and training scripts

DeepMimic

495

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.

neural-doodle

8759

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-center-loss

98

Pytorch implementation of Center Loss

generative-models

233

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

CycleGAN

7230

Software that generates photos from paintings, turns horses into zebras, performs style transfer, and more

gensim

7935

Topic Modelling for Humans

compare_gan

522

Compare GAN code.

tensorflow-triplet-loss

272

Implementation of triplet loss in TensorFlow

lip-reading-deeplearning

569

Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

Mask_RCNN

8157

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

models

43064

Models built with TensorFlow

gluon-nlp

1004

GluonNLP provides implementations of the state-of-the-art (SOTA) deep learning models in NLP, and build blocks for text data pipelines and models.