Top 702 cnn open source projects

A PyTorch implementation of ESPCN based on CVPR 2016 paper Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network.

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python deep-learning cnn pytorch super-resolution

offline-HCCR

The official implementation of the "A high-performance CNN method for offline handwritten Chinese character recognition and visualization" paper, Soft Comput 24, 7977–7987 (2020). https://doi.org/10.1007/s00500-019-04083-3

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python deep-learning keras cnn artificial-intelligence chinese-character-recognition

ConvolutionaNeuralNetworksToEnhanceCodedSpeech

In this work we propose two postprocessing approaches applying convolutional neural networks (CNNs) either in the time domain or the cepstral domain to enhance the coded speech without any modification of the codecs. The time domain approach follows an end-to-end fashion, while the cepstral domain approach uses analysis-synthesis with cepstral d…

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python keras cnn generative-adversarial-network gan post-processing mfcc speech-processing wasserstein-gan speech-enhancement speech-reconstruction 1d-convolution

Plant-Disease-Identification-using-CNN

Plant Disease Identification Using Convulutional Neural Network

resnet

Deep Residual Learning for Image Recognition, http://arxiv.org/abs/1512.03385

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python deep-learning cnn deep-residual-learning

tempo-cnn

Framework for estimating temporal properties of music tracks.

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python audio music network meter cnn fcn tempo mir neural

subwAI

Scripts for training an AI to play the endless runner Subway Surfers using a supervised machine learning approach by imitation and a convolutional neural network (CNN) for image classification

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python game machine-learning ai computer-vision endless-runner cnn supervised-learning image-classification

MARUNet

Multi-level Attention Refined UNet for crowd counting

✭ 30

python cnn pytorch crowd-counting crowdcounting

copycat

Pytorch CNN Style Transfer AI which will copy an assignment and will generate the assignment using a given handwriting style. Done as a part of Major League Hackathon at AISET

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Jupyter Notebook neural-network cnn pytorch cnn-style-transfer

ldgcnn

Linked Dynamic Graph CNN: Learning through Point Cloud by Linking Hierarchical Features

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python shell point-cloud cnn point-cloud-segmentation shapenet-dataset dynamic-graphs point-cloud-classification modelnet-dataset

Facial-Keypoint-Detection

Facial keypoint detection system takes in any image with faces, and predicts the location of 68 distinguishing keypoints on the face - Udacity project

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Jupyter Notebook python computer-vision detection cnn facial-landmarks facial-keypoints

car-detection-model-prediction

No description or website provided.

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Jupyter Notebook tensorflow keras cnn classification ssd resnet deeplearning vehicle-detection computervision

planer

Powerful Light Artificial NEuRon inference framework for CNN

✭ 52

python deep-learning cnn inference-engine

mrnet

Building an ACL tear detector to spot knee injuries from MRIs with PyTorch (MRNet)

Kervolution

Kervolution implementation using TF2.0

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python computer-vision deep-learning reproducible-research tensorflow keras cnn tf2 keras-tensorflow kervolutional-neural-networks

LLVIP

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

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Jupyter Notebook python computer-vision deep-learning cnn gan object-detection image-fusion image-to-image-translation low-light-image visible-infrared iccv2021 low-light-vision

NeuralAction

Neural Action is a real-time CNN-based gaze tracking application providing human-machine interface to improve accessibility.

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C#cnn neural-networks eye-tracking user-interface user-experience nui eye-gaze human-machine-interface

DFCRN-for-Image-Dehazing

Implementation code of the paper "Deep Fully Convolutional Regression Networks for Single Image Haze Removal"

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matlab cnn dehazing-algorithm

pyTorch-text-classification

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python cnn pytorch cnn-model cnn-architecture cnn-text-classification cnn-classification

DeepCrack

DeepCrack: Learning Hierarchical Convolutional Features for Crack Detection

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python deep-learning cnn convolutional-neural-network crack-detection pavement-crack-detection deepcrack pavement-images

interspeech2018 submission01

Supplementary information and code for INTERSPEECH 2018 paper: Singing voice phoneme segmentation by hierarchically inferring syllable and phoneme onset positions

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python hmm keras cnn forced-alignment hsmm beijing-opera singing-voice interspeech

Motor-Imagery-Tasks-Classification-using-EEG-data

Implementation of Deep Neural Networks in Keras and Tensorflow to classify motor imagery tasks using EEG data

✭ 67

Jupyter Notebook python machine-learning deep-learning tensorflow keras cnn neural-networks rnn

NNet

algorithm for study: multi-layer-perceptron, cluster-graph, cnn, rnn, restricted boltzmann machine, bayesian network

✭ 24