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Machine Learning

A collection of 190 posts

15 February 2019

A high-quality image dataset of human faces

Flickr-Faces-HQ (FFHQ) is a high-quality image dataset of human faces.

Machine Learning, Face recognition
15 February 2019

This code helps you to classify digits using OpenCV and CNN

This code helps you classify digits using openCV and Convolutional Neural Network.

Machine Learning
15 February 2019

A Nested U-Net Architecture for Medical Image Segmentation

This is an implementation of "UNet++: A Nested U-Net Architecture for Medical Image Segmentation" in Keras deep learning framework (Tensorflow as backend).

Machine Learning
15 January 2019

Defeating the latest version of ReCaptcha with 91% accuracy

Created in April 2017, unCaptcha achieved 85% accuracy defeating Google's ReCaptcha.

Machine Learning, ReCaptcha
15 January 2019

Deep Reinforcement Learning Algorithms with PyTorch

This repository contains PyTorch implementations of deep reinforcement learning algorithms.

Machine Learning
14 January 2019

Machine reading comprehension with self matching networks

A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks.

Machine Learning
14 January 2019

Contains the dataset of natural images of grocery items

This repository contains the dataset of natural images of grocery items.

Machine Learning
14 January 2019

Using the latest advancements in AI to predict stock market movements

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results.

Machine Learning
08 January 2019

Synchronized Multi-GPU Batch Normalization

This is alternative implementation of "Synchronized Multi-GPU Batch Normalization" which computes global stats across gpus instead of locally computed.

Machine Learning
08 January 2019

AI Visual Provision Sample App

Connect(); 2018 - AI Visual Provision Sample App.

Machine Learning
28 December 2018

Combining Faster R-CNN and U-net for efficient whole heart segmentation

This is a Pytorch implementation of CFUN for whole heart segmentation.

Machine Learning
28 December 2018

Deep semantic-visual embedding with localization

Training and evalutation code for the paper Finding beans in burgers: Deep semantic-visual embedding with localization.

Machine Learning
28 December 2018

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

Machine Learning
28 December 2018

Neuroevolution demo through TensorFlow.js

Neuroevolution-Bots is a personal project that demonstrates neuroevolution in a browser environment using TensorFlow.js

Machine Learning
09 December 2018

A Python Toolkit for Scalable Outlier Detection

PyOD is a comprehensive and scalable Python toolkit for detecting outlying objects in multivariate data.

Machine Learning
09 December 2018

Learning to synthesize 3D textured objects with GANs

We present Visual Object Networks (VON), an end-to-end adversarial learning framework that jointly models 3D shapes and 2D images.

Machine Learning
09 December 2018

GPU- and TPU-backed NumPy with differentiation and JIT compilation

JAX is Autograd and XLA, brought together for high-performance machine learning research.

Machine Learning
29 November 2018

Pytorch-based tools for visualizing and understanding the neurons of a GAN

Pytorch-based tools for visualizing and understanding the neurons of a GAN

Machine Learning
29 November 2018

Parallel Faster R-CNN implementation with MXNet

Parallel Faster R-CNN implementation with MXNet.

Machine Learning
26 November 2018

A fully automated framework for object detection featuring

This is a fully automated framework for object detection featuring

Framework, Machine Learning
26 November 2018

DeepLab v3+ model in PyTorch Support different backbones

DeepLab v3+ model in PyTorch. Support different backbones.

Machine Learning
25 November 2018

Python tools for processing 3D face

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

Machine Learning, 3D
25 November 2018

Face Alignment in Full Pose Range: A 3D Total Solution

The pytorch improved re-implementation of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

Machine Learning
18 November 2018

A real-time approach for mapping all human pixels of 2D RGB images to a 3D

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body.

Images, Machine Learning
18 November 2018

Speech Enhancement Generative Adversarial Network in PyTorch

Speech Enhancement Generative Adversarial Network in PyTorch.

Machine Learning
Latest
A high-quality image dataset of human faces
2019-02-15
Token level embeddings from BERT model on mxnet and gluonnlp
2019-02-15
This code helps you to classify digits using OpenCV and CNN
2019-02-15
A Nested U-Net Architecture for Medical Image Segmentation
2019-02-15
A Python compiler written in Python
2019-02-15
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