13 December 2019 StyleGAN2 - Official TensorFlow Implementation Abstract: The style-based GAN architecture (StyleGAN) yields state-of-the-art results in data-driven unconditional generative image modeling.
13 December 2019 Build neat pipelines with the right abstractions to do AutoML Build neat pipelines with the right abstractions to do AutoML. Let your pipeline steps have hyperparameter spaces.
12 December 2019 Implementation of Trajectory classes and functions built on top of GeoPandas MovingPandas implements a Trajectory class and corresponding methods based on GeoPandas.
12 December 2019 Designing Two Dimensional Local Attention Mechanisms for Generative Models Code for paper: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".
11 December 2019 A Simple Data Processing Method to Improve Robustness and Uncertainty We propose AugMix, a data processing technique that mixes augmented images and enforces consistent embeddings of the augmented images, which results in increased robustness and improved uncertainty calibration.
11 December 2019 Generate colors based on a desired contrast ratio Authoring adaptive color palettes for generating color based on a desired contrast ratio.
10 December 2019 Pytorch implementation of Learning Rate Dropout Pytorch implementation of Learning Rate Dropout.
09 December 2019 A PyTorch implementation of learning rate dropout This repo contains a PyTorch implementation of learning rate dropout from the paper "Learning Rate Dropout" by Lin et al.
09 December 2019 Using Machine Learning to learn how to Compress Using Machine Learning to learn how to Compress.
09 December 2019 A Deep Dive into NLP with PyTorch Learn how to use PyTorch to solve some common NLP problems with deep learning. View these notebooks on nbviewer.
09 December 2019 Reinforced Recommendation toolkit build around pytorch 1.3 This is my school project. It focuses on Reinforcement Learning for personalized news recommendation.
09 December 2019 Deep learning framework for satellite imagery analysis based on PyTorch TorchSat is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
08 December 2019 An end-to-end PyTorch framework for image and video classification Classy Vision is a new end-to-end, PyTorch-based framework for large-scale training of state-of-the-art image and video classification models.
08 December 2019 A video game written in Rust using the ggez engine and the ECS library ToCenter is a video game written in Rust using the ggez engine and the ECS library. This game is my hobby project and not considerate a best example use ggez.
08 December 2019 Natural Language Processing Best Practices & Examples In recent years, natural language processing (NLP) has seen quick growth in quality and usability, and this has helped to drive business adoption of artificial intelligence (AI) solutions.
07 December 2019 Car Recognition with Deep Learning This repository is to do car recognition by fine-tuning ResNet-152 with Cars Dataset from Stanford.
07 December 2019 Accelerated Text helps you automatically generate natural language descriptions Accelerated Text helps you automatically generate natural language descriptions of your data varying in wording and structure.
07 December 2019 Open deep learning compiler stack for cpu and specialized accelerators Apache TVM (incubating) is a compiler stack for deep learning systems.
06 December 2019 Deep Learning Framework for various Image Recognition Tasks Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn.
06 December 2019 NER markup visualization for Jupyter Notebook NER markup visualization for Jupyter Notebook.
06 December 2019 Tensorflow implementation of PersonLab An Tensorflow implementation of PersonLab for Multi-Person Pose Estimation and Instance Segmentation.
06 December 2019 A Unified MRC Framework for Named Entity Recognition The repository contains the code of the recent research advances in Shannon.AI.
04 December 2019 Refinement and Merging for Video Object Segmentation Proposal-generation, Refinement and Merging for Video Object Segmentation.
