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Top 803 convolutional-neural-networks open source projects

Global-Local Capsule Network (GLCapsNet) is a capsule-based architecture able to provide context-based eye fixation prediction for several autonomous driving scenarios, while offering interpretability both globally and locally.

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python shell Dockerfile computer-vision deep-learning convolutional-neural-networks autonomous-driving autonomous-vehicles interpretability capsule-networks visual-attention context-specific

deep-pensieve

A Deep Learning Framework for the Posit Number System

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python shell deep-learning neural-network tensorflow convolutional-neural-networks floating-point posit posit-arithmetic

chainer-fcis

[This project has moved to ChainerCV] Chainer Implementation of Fully Convolutional Instance-aware Semantic Segmentation

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python training machine-learning computer-vision deep-learning chainer inference convolutional-neural-networks instance-segmentation chainercv chainermn

Korean-OCR-Model-Design-based-on-Keras-CNN

Korean OCR Model Design(한글 OCR 모델 설계)

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python training ocr recognition deep-learning keras cnn dataset korean convolutional-neural-networks gpu-tensorflow activate activation-functions integer-encoding one-hot-encoding

object-detection-indonesian-traffic-signs-using-yolo-algorithm

Pendeteksian rambu lalu lintas khas Indonesia menggunakan dataset custom dan menggunakan algoritma Deep Learning You Only Look Once v4

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HTML CSS deep-learning cnn convolutional-neural-networks object-detection darknet yolov3 yolov4

pytorch-siamese-triplet

One-Shot Learning with Triplet CNNs in Pytorch

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python deep-learning pytorch mnist convolutional-neural-networks one-shot-learning triplet-loss siamese meta-learning siamese-network pytorch-implmention fashionmnist pytorch-siamese triplet-networks

nih-chest-xray

Identifying diseases in chest X-rays using convolutional neural networks

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Jupyter Notebook python deep-learning mxnet h2o keras convolutional-neural-networks nih chest-xrays chestxray14

digit recognizer

CNN digit recognizer implemented in Keras Notebook, Kaggle/MNIST (0.995).

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Jupyter Notebook machine-learning ai deep-learning keras jupyter-notebook cnn kaggle artificial-intelligence kaggle-competition mnist convolutional-neural-networks digit-recognition cnn-keras google-colab

SubdivNet

Subdivision-based Mesh Convolutional Networks.

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python shell mesh-networks convolutional-neural-networks subdivision jittor

hesaff-pytorch

PyTorch implementation of Hessian-Affine local feature detector

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python deep-learning cnn pytorch detector convolutional-neural-networks hessian local-features hessian-affine

ShuffleNet-tensorflow

A ShuffleNet implementation tested on Tiny ImageNet dataset

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Jupyter Notebook python tensorflow convolutional-neural-networks

Machine-Learning-in-Medical-Imaging--U-Net

TUM_MLMI_SS16: Convolutional Neural Network using U-Net architecture to predict one modality of a brain MRI scan from another modality.

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matlab python deep-learning medical-imaging convolutional-neural-networks matconvnet

circDeep

End-to-End learning framework for circular RNA classification from other long non-coding RNA using multimodal deep learning

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python convolutional-neural-networks dynamic-programming circular-rna blstm multimodal-deep-learning

modified refinedet

Modified RefineDet

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python Cuda C++caffe backbone embedded-systems convolutional-neural-networks object-detection refinedet real-time-detection detection-networks backbone-structure

AlexNet

AlexNet model from ILSVRC 2012

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Jupyter Notebook python deep-learning tensorflow alexnet convolutional-neural-networks cifar-10

neuralMusic

An attempt at genre classification with convolutional neural networks and spectrograms

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Jupyter Notebook python audio pytorch classification convolutional-neural-networks genre

face age gender

Can we predict the age and gender of someone given a picture of their face ?

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python machine-learning cnn vision face convolutional-neural-networks age-prediction gender-prediction

sign2text

Real-time AI-powered translation of American sign language to text

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Jupyter Notebook python machine-learning computer-vision deep-learning sign-language convolutional-neural-networks transfer-learning american-sign-language

kesi

Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)

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Jupyter Notebook python shell deep-learning pytorch convolutional-neural-networks network-pruning weight-pruning image-net filter-pruning structured-pruning unstructured-pruning iterative-pruning

potato-disease-classification

Potato Disease Classification - Training, Rest APIs, and Frontend to test.

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Jupyter Notebook PureBasic javascript python java objective c deep-learning tensorflow keras convolutional-neural-networks cnn-keras keras-tensorflow tensorflow-serving cnn-classification tensorflow2

Celestial-bodies-detection

TensorFlow Image Classifier that can be used to classify whether an image is of a Planet (Earth, Mercury, Mars, etc), Galaxy (Spiral, Elliptical, Irregular), Satellites, Comets, Etc.

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python HTML CSS javascript linux machine-learning deep-learning tensorflow artificial-intelligence convolutional-neural-networks

convoca

Predict and analyze cellular automata using convolutional neural networks

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python Jupyter Notebook deep-learning game-of-life cellular-automata convolutional-neural-networks

LSUV-pytorch

Simple implementation of the LSUV initialization in PyTorch

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python cnn pytorch convolutional-networks deeplearning convolutional-neural-networks initialization lsuv lsuv-initialization

DREN

DREN:Deep Rotation Equivirant Network

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C++Cuda shell machine-learning computer-vision convolutional-neural-networks

pytorch-UNet

2D and 3D UNet implementation in PyTorch.

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python deep-neural-networks deep-learning pytorch convolutional-neural-networks unet semantic-segmentation

CS231n

CS231n Assignments Solutions - Spring 2020

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Jupyter Notebook python computer-vision deep-learning neural-network tensorflow pytorch stanford image-captioning convolutional-neural-networks cs231n visual-recognition

faster rcnn

An implementation of Faster R-CNN applied to vehicle detection.

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Jupyter Notebook python Makefile computer-vision deep-learning convolutional-neural-networks object-detection vehicle-detection keras-tensorflow

STDN-PyTorch

Scale Transferrable Object Detection (STDN) implementation in PyTorch

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python machine-learning deep-learning pytorch convolutional-neural-networks object-detection

EgoCNN

Code for "Distributed, Egocentric Representations of Graphs for Detecting Critical Structures" (ICML 2019)

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python Jupyter Notebook shell convolutional-neural-networks self-similarity interpretability icml graph-embeddings scale-free-networks graph-neural-networks graph-networks graph-convolutional-neural-networks icml-2019

Receptive-Field-in-Pytorch

Numerical Computation of Receptive Field in Pytorch

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Jupyter Notebook python deep-learning pytorch convolutional-neural-networks pytorch-tutorial receptive-field

ClearFace

Clear Face is python project with C++ library for tracking faces and multiple models detection from faces

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Jupyter Notebook computer-vision deep-learning realtime pytorch convolutional-neural-networks miniexception

hexia

Mid-level PyTorch Based Framework for Visual Question Answering.

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python bachelor-project convolutional-neural-networks attention-mechanism visual-reasoning visual-question-answering

StyleTransfer-PyTorch

Implementation of image style transfer in PyTorch

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Jupyter Notebook machine-learning computer-vision pytorch style-transfer convolutional-neural-networks

S-DCNet

Unofficial Pytorch implementation of S-DCNet and SS-DCNet

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python computer-vision deep-learning pytorch convolutional-neural-networks crowd-counting crowd-analysis

Semantic-Aware-Scene-Recognition

Pytorch Implementation of Semantic-Aware Scene Recognition Paper

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python shell computer-vision deep-learning pattern-recognition convolutional-neural-networks scene-recognition

Deep-Learning

Side projects and hands-on work

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Jupyter Notebook python deep-learning convolutional-neural-networks bounding-boxes instance-segmentation ms-coco

FaceMaskDetector

Real time face-mask detection using Deep Learning and OpenCV

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python opencv deep-neural-networks computer-vision deep-learning project cnn coding convolutional-neural-networks cnn-keras coronavirus covid-19 covid19 face-mask-detection

deep-blueberry

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

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machine-learning deep-neural-networks reinforcement-learning computer-vision deep-learning machine-learning-algorithms deep-reinforcement-learning recurrent-neural-networks generative-adversarial-network deep-learning-algorithms convolutional-neural-networks deep-learning-tutorial keras-tensorflow variational-autoencoder pytorch-tutorial long-short-term-memory pytorch-implementation

BiLSTM-and-CNN-for-Link-Prediction

Keras implementation of path-based link prediction model for knowledge graph completion

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python shell tensorflow keras cnn knowledge-graph lstm convolutional-neural-networks knowledge-graph-completion bi-lstm knowledge-graph-embeddings lstm-cnn

jax-models

Unofficial JAX implementations of deep learning research papers

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python machine-learning computer-vision deep-learning transformers artificial-intelligence convolutional-neural-networks flax jax research-paper-implementation

fake-news

This is a further development of the kdnuggets article on fake news classification by George McIntyre

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Jupyter Notebook deep-learning convolutional-neural-networks nlp-machine-learning

ConvNets-for-Sentence-Classification

"Convolutional Neural Networks for Sentence Classification" (Kim 2014) - https://www.aclweb.org/anthology/D14-1181

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Jupyter Notebook python keras convolutional-neural-networks sentence-classification

Image-Style-Transfer-Using-CNNs

Implementation of Image Style Transfer Using CNNs using Pytorch.

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Jupyter Notebook python deep-neural-networks deep-learning pytorch convolutional-neural-networks styletransfer

face rating

Face/Beauty Rating with both the traditional ML approaches and Convolutional Neural Network Approach

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Jupyter Notebook python scikit-learn convolutional-neural-networks landmark face-rating

Convolutional-Pose-Machine-tf

Convolutional Pose Machine tensorflow implementation

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python tensorflow convolutional-neural-networks cpm

NN calibration

Calibration of Convolutional Neural Networks

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Jupyter Notebook python OpenEdge ABL calibration convolutional-neural-networks

etos-facedetector

Simple and Effective Face Detector, based on Progressive Calibration Networks (PCN) which is an accurate rotation-invariant face detector running at real-time speed on CPU, published in CVPR 2018.

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C++shell opencv real-time cpu cnn face-detector face-detection convolutional-neural-networks rotation-invariant

Traffic-Light-Classification

A detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.

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Jupyter Notebook python deep-neural-networks deep-learning tensorflow tensorflow-tutorials convolutional-neural-networks tensorflow-models traffic-lights traffic-light-detection traffic-light-classification

CNN-DICOM-Segmentation

DICOM Image Segmentation with CNNs in Tensorflow

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Jupyter Notebook tensorflow jupyter-notebook cnn medical-imaging convolutional-neural-networks image-segmentation dicom-images deconvolution deconvnet head-ct-scans

Deep-Learning-A-Z-Hands-on-Artificial-Neural-Network

Codes and Templates from the SuperDataScience Course

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python perl shell r recurrent-neural-networks artificial-neural-networks convolutional-neural-networks boltzmann-machines autoencoders self-organizing-map superdatascience-course

two-stream-cnn

A two-stream convolutional neural network for learning abitrary similarity functions over two sets of training data

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python shell natural-language-processing deep-learning tensorflow word2vec word-embeddings convolutional-neural-networks

Deep-Unsupervised-Domain-Adaptation

Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark dataset Office31.

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python convolutional-neural-networks unsupervised-learning domain-adaptation coral-loss deep-coral deep-domain-confusion conditional-adversarial-da

Plant-Disease-Identification-using-CNN

Plant Disease Identification Using Convulutional Neural Network