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112 search results found

Pix2code ⭐ 11,743

pix2code: Generating Code from a Graphical User Interface Screenshot

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

Deep Person Reid ⭐ 4,029

Torchreid: Deep learning person re-identification in PyTorch.

Perceptualsimilarity ⭐ 3,134

LPIPS metric. pip install lpips

Super Slomo ⭐ 2,873

PyTorch implementation of Super SloMo by Jiang et al.

Bmw Tensorflow Training Gui ⭐ 954

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

Emotion Recognition Neural Networks ⭐ 803

Emotion recognition using DNN with tensorflow

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.

RMDL: Random Multimodel Deep Learning for Classification

Yolo V2 Pytorch ⭐ 348

YOLO for object detection tasks

Deepxplore ⭐ 344

DeepXplore code release

LCNN: End-to-End Wireframe Parsing

Attention_is_all_you_need ⭐ 293

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

HDLTex: Hierarchical Deep Learning for Text Classification

Kiu Net Pytorch ⭐ 245

Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI

Bigdata18 ⭐ 230

Transfer learning for time series classification

Speech_dataset ⭐ 229

The dataset of Speech Recognition

Dsmil Wsi ⭐ 224

DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image

Unsupervised_detection ⭐ 221

An Unsupervised Learning Framework for Moving Object Detection From Videos

Squeezesegv2 ⭐ 205

Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

Probabilistic Face Embeddings ⭐ 191

(ICCV 2019) Uncertainty-aware Face Representation and Recognition

Deepsegmentor ⭐ 183

A Pytorch implementation of DeepCrack and RoadNet projects.

Robust Lane Detection ⭐ 172

Voice_activity_detection ⭐ 171

Voice Activity Detection based on Deep Learning & TensorFlow

AiTLAS implements state-of-the-art AI methods for exploratory and predictive analysis of satellite images.

Deepcrack ⭐ 157

DeepCrack: A Deep Hierarchical Feature Learning Architecture for Crack Segmentation, Neurocomputing.

Deep Unet For Satellite Image Segmentation ⭐ 155

Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet

Chinese Speech To Text ⭐ 144

Chinese Speech To Text Using Wavenet

Alphax Nasbench101 ⭐ 138

Neural Architecture Search using Deep Neural Network and Monte Carlo Tree Search

Tutorial_separation ⭐ 117

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

Cyclegan Keras ⭐ 115

Keras implementation of CycleGAN using a tensorflow backend.

Cfsrcnn ⭐ 109

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

Mad Twinnet ⭐ 101

The code for the MaD TwinNet. Demo page:

Defocus Deblurring Dual Pixel ⭐ 97

Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce defocus blur.

Robot Grasp Detection ⭐ 97

Detecting robot grasping positions with deep neural networks. The model is trained on Cornell Grasping Dataset. This is an implementation mainly based on the paper 'Real-Time Grasp Detection Using Convolutional Neural Networks' from Redmon and Angelova.

Wtalc Pytorch ⭐ 87

W-TALC: Weakly-supervised Temporal Activity Localization and Classification

Countnet ⭐ 85

Deep Neural Network for Speaker Count Estimation

Face_landmark_dnn ⭐ 83

Face Landmark Detector based on Mobilenet V1

Deep Coder ⭐ 80

Re-implement DeepCoder (https://openreview.net/pdf?id=ByldLrqlx)

Practicalmachinelearning ⭐ 79

A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source

自己实现的深度学习训练框架，纯java实现，没有过多的第三方依赖，可分布式训练

Dareblopy ⭐ 74

Data Reading Blocks for Python

Wiki Split ⭐ 72

One million English sentences, each split into two sentences that together preserve the original meaning, extracted from Wikipedia edits.

Implementation of the Sliced Wasserstein Autoencoders

Cie_xyz_net ⭐ 68

PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).

Driver Anomaly Detection ⭐ 64

PyTorch Implementation of "Driver Anomaly Detection: A Dataset and Contrastive Learning Approach", codes and pretrained models.

Ijcnn19ensemble ⭐ 64

Deep Neural Network Ensembles for Time Series Classification

Faceaging By Cyclegan ⭐ 64

Query Wellformedness ⭐ 63

25,100 queries from the Paralex corpus (Fader et al., 2013) annotated with human ratings of whether they are well-formed natural language questions.

Deep Semantic Code Search ⭐ 57

Deep Semantic Code Search aims to explore a joint embedding space for code and description vectors and then use it for a code search application

Convolutional_seq2seq ⭐ 56

fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer

Holicity ⭐ 56

HoliCity: A City-Scale Data Platform for Learning Holistic 3D Structures

Pointnet2_semantic ⭐ 55

A pointnet++ fork, with focus on semantic segmentation of differents datasets

Gcommandspytorch ⭐ 54

ConvNets for Audio Recognition using Google Commands Dataset

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

Convolutional Neural Network for German Traffic Sign Recognition Benchmark

Densemapnet ⭐ 50

Keras code of my ICRA 2018 paper "Fast Disparity Estimation using Dense Networks"

Tabnet Modified ⭐ 47

Modification of TabNet as suggested in the Medium article, "The Unreasonable Ineffectiveness of Deep Learning on Tabular Data"

Wiki Atomic Edits ⭐ 47

A dataset of atomic wikipedia edits containing insertions and deletions of a contiguous chunk of text in a sentence. This dataset contains ~43 million edits across 8 languages.

Colorsurvey ⭐ 45

This repository is for "Image Colorization: A Survey and Dataset" paper

German Traffic Sign Classification Using Tensorflow ⭐ 40

In this project, I used Python and TensorFlow to classify traffic signs. Dataset used: German Traffic Sign Dataset. This dataset has more than 50,000 images of 43 classes. I was able to reach a +99% validation accuracy, and a 97.3% testing accuracy.

Deepneuralnet Qsar ⭐ 39

The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper

Cnn Number Detection ⭐ 37

Number detection implemented using TensorFlow with custom CNN architecture for fast inference and custom dataset

Deeplearning Food Image Recognition And Calorie Estimation ⭐ 36

Food image prediction using TensorFlow and calorie estimation using K-Nearest-Neighbors algoritm

Tbd Suite ⭐ 35

Focuslitenn ⭐ 35

Official PyTorch and MATLAB implementations of our MICCAI 2020 paper "FocusLiteNN: High Efficiency Focus Quality Assessment for Digital Pathology"

Urban Sound Classification ⭐ 35

Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers

Dcase 2020 Baseline ⭐ 35

Audio captioning baseline system for DCASE 2020 challenge.

Contractive_autoencoder_in_pytorch ⭐ 34

Pytorch implementation of contractive autoencoder on MNIST dataset

Parametric Leaky Integrate And Fire Spiking Neuron ⭐ 34

Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks

Cifar 10 ⭐ 32

Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.

Synthtext_chinese ⭐ 32

Modify from https://github.com/JarveeLee/SynthText_Chinese_ver with python3 and cv3.

Mdl Stance Robustness ⭐ 31

Multi-dataset stance detection and robustness experiments

Recurrent Defocus Deblurring Synth Dual Pixel ⭐ 30

Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis approach mimics the optical image formation found on DP sensors and can be applied to virtual scenes rendered with standard computer software. Leveraging these realistic synthetic DP images, we introduce a new recurrent convolutional network (RCN) architecture that can improve defocus deblurring re

Very Deep Cnn Pytorch ⭐ 30

Very deep CNN for text classification

Pytorch Unet ⭐ 29

2D and 3D UNet implementation in PyTorch.

Deep Non-Adversarial Gesture Generation

Trianglegan ⭐ 27

TriangleGAN, ACM MM 2019.

Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.

Tensorflow Street Sign Recognition ⭐ 27

Street Sign recognition using Tensorflows ObjectDetector

Fire Detection Uav Aerial Image Classification Segmentation Unmannedaerialvehicle ⭐ 27

Aerial Imagery dataset for fire detection: classification and segmentation (Unmanned Aerial Vehicle (UAV))

Chainer Pointnet ⭐ 26

Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework

Voice Activity Detection ⭐ 26

Voice Activity Detection (VAD) using deep learning. Supervised by Retune DSP.

Tusimple Lane Classes ⭐ 25

TuSimple lane detection dataset addon with class information.

Datascience Mashup ⭐ 25

In this repo I will try to gather all of the projects related to data science with clean datasets and high accuracy models to solve real world problems.

Github Stars Predictor ⭐ 25

It's a github repo star predictor that tries to predict the stars of any github repository having greater than 100 stars.

Caltech_birds ⭐ 23

A set of notebooks as a guide to the process of fine-grained image classification of birds species, using PyTorch based deep neural networks.

Ada Boundary ⭐ 22

Deepsentipers ⭐ 22

Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"

Deep Learning For Human Activity Recognition ⭐ 21

Gestureai ⭐ 20

RNN(Recurrent Nerural network) model which recognize hand-gestures drawing 5 figures.

Resnet Cifar10 ⭐ 20

ResNet for Cifar10

Multi Task Defocus Deblurring Dual Pixel Nimat ⭐ 20

Reference github repository for the paper "Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning". We propose a single-image deblurring network that incorporates the two sub-aperture views into a multitask framework. Specifically, we show that jointly learning to predict the two DP views from a single blurry input image improves the network’s ability to learn to deblur the image. Our experiments show this multi-task strategy achieves +1dB PSNR improvem

Custom Object Detection Using Darkflow ⭐ 20

Make custom objects dataset and detect them using darkflow. Darkflow is a tensorflow translation of Darknet.

Ck Crowdsource Dnn Optimization ⭐ 19

CK GUI application to crowdsource benchmarking and optimization of DNN engines and models across diverse Linux or Windows platforms. Further info:

Multiscale Cnn Classifier ⭐ 19

Reproduce GTSRB results of classic deep learning papers.

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