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842 search results found

Mask_rcnn ⭐ 23,049

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Fashion Mnist ⭐ 9,856

A MNIST-like fashion product database. Benchmark 👇

Techniques ⭐ 6,454

Techniques for deep learning with satellite & aerial imagery

Mvision ⭐ 5,784

机器人视觉移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习无人驾驶

Keras Resources ⭐ 3,174

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

Super Slomo ⭐ 2,873

PyTorch implementation of Super SloMo by Jiang et al.

Tensorflow 101 ⭐ 2,450

TensorFlow Tutorials

Codesearchnet ⭐ 1,887

Datasets, tools, and benchmarks for representation learning of code.

Cnn_sentence ⭐ 1,873

CNNs for sentence classification

Twitter Sentiment Analysis ⭐ 1,322

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Age Gender Estimation ⭐ 1,087

Keras implementation of a CNN network for age and gender estimation

Fastmri ⭐ 1,085

A large-scale dataset of both raw MRI measurements and clinical MRI images.

Captcha Tensorflow ⭐ 856

Image Captcha Solving Using TensorFlow and CNN Model. Accuracy 90%+

Facerank ⭐ 821

FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型（QQ群：167122861）。技术支持：http://tensorflow123.com

Emotion Recognition Neural Networks ⭐ 803

Emotion recognition using DNN with tensorflow

Deeplab_v3 ⭐ 797

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

Emotion Recognition ⭐ 693

Real time emotion recognition

Caffenet Benchmark ⭐ 665

Evaluation of the CNN design choices performance on ImageNet-2012.

Pedestron ⭐ 619

[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021

Network estimating 3D Handpose from single color images

Keras Fcn ⭐ 606

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）

Spatial CNN for traffic lane detection (AAAI2018)

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

Liteflownet ⭐ 543

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"

Trashnet ⭐ 501

Dataset of images of trash; Torch-based CNN for garbage image classification

Deepdeblur_release ⭐ 488

Deep Multi-scale CNN for Dynamic Scene Deblurring

Pytorch Image Classification ⭐ 475

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

Neuralnetwork.net ⭐ 472

A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation

RMDL: Random Multimodel Deep Learning for Classification

Deepconvsep ⭐ 397

Deep Convolutional Neural Networks for Musical Source Separation

Ssr Net ⭐ 395

[IJCAI18] SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation

Lstm Fcn ⭐ 388

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Universenet ⭐ 388

USB: Universal-Scale Object Detection Benchmark (BMVC 2022)

Cnn Dailymail ⭐ 381

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

Randomcnn Voice Transfer ⭐ 377

Audio style transfer with shallow random parameters CNN.

Matchsum ⭐ 375

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

Human Activity Recognition Using Cnn ⭐ 355

Convolutional Neural Network for Human Activity Recognition in Tensorflow

Tf_audio_steganalysis ⭐ 355

Audio steganalysis with tensorflow.

LCNN: End-to-End Wireframe Parsing

Cnn_lstm_ctc_tensorflow ⭐ 330

CNN+LSTM+CTC based OCR implemented using tensorflow.

Faster_rcnn_for_open_images_dataset_keras ⭐ 317

Faster R-CNN for Open Images Dataset by Keras

Yolo V2 Pytorch ⭐ 317

YOLO for object detection tasks

Notebooks ⭐ 313

Machine learning notebooks in different subjects optimized to run in google collaboratory

Process Data Of Cnn Dailymail ⭐ 311

This repository holds the output of the repository: https://github.com/abisee/cnn-dailymail

Hyperspectral Classification ⭐ 309

Hyperspectral-Classification Pytorch

Person Attribute Recognition Marketduke ⭐ 294

A simple baseline implemented in PyTorch for pedestrian attribute recognition task, evaluating on Market-1501 and DukeMTMC-reID dataset.

Rc Cnn Dailymail ⭐ 282

CNN/Daily Mail Reading Comprehension Task

Emojify ⭐ 268

Turn your facial expression into an emoji

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"

Faster_rcnn_for_dota ⭐ 249

Code used for training Faster R-CNN on DOTA

Age Estimation Pytorch ⭐ 240

PyTorch-based CNN implementation for estimating age from face images

Caption_generator ⭐ 233

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

Cnn From Scratch ⭐ 229

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

Freihand ⭐ 228

A dataset for estimation of hand pose and shape from single color images.

Fcn Pytorch ⭐ 222

🚘 Easiest Fully Convolutional Networks

Deephyperx ⭐ 216

Deep learning toolbox based on PyTorch for hyperspectral data classification.

Dynamic Training Bench ⭐ 214

Simplify the training and tuning of Tensorflow models

HDLTex: Hierarchical Deep Learning for Text Classification

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Dfl Cnn ⭐ 211

This is a pytorch re-implementation of Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition

Holistically-Attracted Wireframe Parsing

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Lsc Cnn ⭐ 193

Probabilistic Face Embeddings ⭐ 191

(ICCV 2019) Uncertainty-aware Face Representation and Recognition

Motion Sense ⭐ 189

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)

Nntimeseries ⭐ 188

Deepecg ⭐ 187

ECG classification programs based on ML/DL methods

Official repository of XVFI (ICCV 2021, Oral)

Tools for using Maluuba's NewsQA Dataset (public version)

Gtzan.keras ⭐ 177

[REPO] Music Genre classification on GTZAN dataset using CNNs

Lesrcnn ⭐ 177

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

Generative Grasping CNN from "Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach" (RSS 2018)

Temporalconvolutionalnetworks ⭐ 174

Robust Lane Detection ⭐ 172

Dgc Net ⭐ 167

A PyTorch implementation of "DGC-Net: Dense Geometric Correspondence Network"

Tensorflow Cnn Finetune ⭐ 165

Finetuning AlexNet, VGGNet and ResNet with TensorFlow

Coco Minitrain ⭐ 162

a subset of coco dataset for faster experimentation

Counting CNN and Hydra CNN

Cvpytorch ⭐ 157

CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.

Pulmonary Nodules Maskrcnn ⭐ 154

Mask R-CNN for Pulmonary Nodules Diagnosis, using TensorFlow 天池医疗AI大赛：Mask R-CNN肺部结节智能检测（Segmentation + Classification）

Tiny Faces Pytorch ⭐ 146

Finding Tiny Faces in PyTorch

Smaat Unet ⭐ 146

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

Cnn Lstm ⭐ 143

CNN LSTM architecture implemented in Pytorch for Video Classification

Vc R Cnn ⭐ 139

[CVPR 2020] The official pytorch implementation of ``Visual Commonsense R-CNN''

Font_recognition Deepfont ⭐ 136

Its a implementation of DeepFont : Identify Your Font from An Image using Keras

Anime Face Gan Keras ⭐ 136

A DCGAN to generate anime faces using custom mined dataset

Faultseg ⭐ 135

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

Twitter Sentiment Cnn ⭐ 133

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

A2s2k Resnet ⭐ 132

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

[unofficial] CVPR2014-Convolutional neural networks for no-reference image quality assessment

Deep_speaker Speaker_recognition_system ⭐ 128

Keras implementation of ‘’Deep Speaker: an End-to-End Neural Speaker Embedding System‘’ (speaker recognition)

Cifar10 Img Classification Tensorflow ⭐ 125

image classification with CIFAR10 dataset w/ Tensorflow

Object Localization ⭐ 124

Object localization in images using simple CNNs and Keras

Noiseface ⭐ 123

Noise-Tolerant Paradigm for Training Face Recognition CNNs

Fastmri Reproducible Benchmark ⭐ 122

Try several methods for MRI reconstruction on the fastmri dataset. Home to the XPDNet, runner-up of the 2020 fastMRI challenge.

Code for the ACL 2018 paper "Neural Document Summarization by Jointly Learning to Score and Select Sentences"

Active Nlp ⭐ 116

Bayesian Deep Active Learning for Natural Language Processing Tasks

Cfsrcnn ⭐ 109

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

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