Top 803 convolutional-neural-networks open source projects

The Pytorch Implementation of L-Softmax

🙈A PyTorch implementation of the paper "Visualizing and Understanding Convolutional Networks." （ECCV 2014)

Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3

A curated list of Deep Learning resources sorted by reputation

Detect and recognize The Simpsons characters using Keras and Faster R-CNN

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

Generate slow-motion videos by interpolating more frames

A neural network to generate captions for an image using CNN and RNN with BEAM Search.

Handwritten Digit Recognition using Machine Learning and Deep Learning

[ECCV 2018] Sparsely Aggreagated Convolutional Networks https://arxiv.org/abs/1801.05895

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

convolutional lstm implementation in pytorch

Javascript/WebAssembly deep learning library for MLPs and convolutional neural networks

Interactive convnet features visualization for Keras

Data augmentation using synthetic data for time series classification with deep residual networks

ECG classification programs based on ML/DL methods

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

PyTorch implementation of LeNet-5 with live visualization

Text to Speech with PyTorch (English and Mongolian)

Densely Residual Laplacian Super-resolution, IEEE Pattern Analysis and Machine Intelligence (TPAMI), 2020

Object classification with CIFAR-10 using transfer learning

ConText v4: Neural networks for text categorization

TI-pooling: transformation-invariant pooling for feature learning in Convolutional Neural Networks

A CoreML model which classifies images of food

Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".

This project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.

A Keras Implementation of "A Neural Algorithm of Artistic Style"

All Convolutional Network: (https://arxiv.org/abs/1412.6806#) implementation in Keras

Repository for Region Ensemble Network based Hand Pose Estimation

[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"

Artificial neural network classes and tools in Python and TensorFlow.

A Neural Networking library based on NumPy only

ECG classification from short single lead segments (Computing in Cardiology Challenge 2017 entry)

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

a collection of my notes on deep learning

Learned representation for Offline Handwritten Signature Verification. Models and code to extract features from signature images.

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine

Assignment solutions for the CS231n course taught by Stanford on visual recognition. Spring 2017 solutions are for both deep learning frameworks: TensorFlow and PyTorch.

Estimate/count FLOPS for a given neural network using pytorch

DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)

Code examples for training AlexNet using Keras and Theano

实现常用基于深度学习的人脸检测算法

Detecting cinema shot types using a ResNet-50

Using Machine Learning to predict the type of exercise from movement data

A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

Multi-Perspective Convolutional Neural Networks for modeling textual similarity (He et al., EMNLP 2015)

CV backbones including GhostNet, TinyNet and TNT, developed by Huawei Noah's Ark Lab.

Automated Driving in NFS using CNN.

Finding Tiny Faces in PyTorch

Caffe implementation of "Fast and Accurate Single Image Super-Resolution via Information Distillation Network" (CVPR 2018)

A fully convolution-network for speech-to-text, built on pytorch.

Tutoriais de Python, Data Science, Machine Learning e Deep Learning - Sigmoidal

Top 200 deep learning Github repositories sorted by the number of stars.

Keras implementation of video classifier

Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images

pip install antialiased-cnns to improve stability and accuracy