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Keras Resources ⭐ 3,174

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

Facial Expression Recognition.pytorch ⭐ 1,071

A CNN based pytorch implementation on facial expression recognition (FER2013 and CK+), achieving 73.112% (state-of-the-art) in FER2013 and 94.64% in CK+ dataset

Pixel_link ⭐ 717

Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018

Arbitrary_style_transfer ⭐ 553

Fast Neural Style Transfer with Arbitrary Style using AdaIN Layer - Based on Huang et al. "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization"

Pytorch Image Classification ⭐ 475

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

Keras Transfer Learning For Oxford102 ⭐ 247

Keras pretrained models (VGG16, InceptionV3, Resnet50, Resnet152) + Transfer Learning for predicting classes in the Oxford 102 flower dataset

Caption_generator ⭐ 233

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

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Deepfashion ⭐ 193

Apparel detection using deep learning

Fall Detection With Cnns And Optical Flow ⭐ 192

Repository containing the material required to reproduce the results of the paper "Vision-Based Fall Detection with Convolutional Neural Networks"

Pytorch Vgg Cifar10 ⭐ 191

This is the PyTorch implementation of VGG network trained on CIFAR10 dataset

S3fd.pytorch ⭐ 174

SFD implement with pytorch

Cartoongan Tensorflow ⭐ 156

Simple Tensorflow implementation of CartoonGAN (CVPR 2018)

Order Embedding ⭐ 156

Implementation of caption-image retrieval from the paper "Order-Embeddings of Images and Language"

Everypixelmatters ⭐ 150

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

Transfer Learning In Keras Custom Data ⭐ 141

Implementing Transfer Learning for custom data using VGG-16 and Resnet-50

Ssd_pytorch ⭐ 131

support different SSDs and different scale test, support refineDet.

Vgg Face Fine Tune ⭐ 130

fine tune a pre-trained vgg face using triplet loss in keras

Deeponeclass ⭐ 125

Deep learning based one class classification code targeting one class image classification. Tests carried out on Abnormal image detection, Novel image detection and Active Authentication reported state of the art results.

Mxnet_realtime_multi Person_pose_estimation ⭐ 123

This is a mxnet version of Realtime_Multi-Person_Pose_Estimation, origin code is here https://github.com/ZheC/Realtime_Multi-Person_Pose

Caffe Oxford102 ⭐ 123

Caffe CNNs for the Oxford 102 flower dataset

Synaptic Flow ⭐ 122

CVPR18 Paper: Multi-scale Location-aware Kernel Representation for Object Detection

Imagenet ⭐ 97

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

Official code (Tensorflow) for paper "Fast and Efficient Image Quality Enhancement via Desubpixel Convolutional Neural Networks"

Csrnet Keras ⭐ 84

Implementation of the CSRNet paper (CVPR 18) in keras-tensorflow

Image Segmentation Fcn ⭐ 81

Semantic Image Segmentation using a Fully Convolutional Neural Network in TensorFlow

two models for visual relationship detection

Vqg Tensorflow ⭐ 64

Visual Question Generation in Tensorflow

Carnd Transfer Learning Lab ⭐ 64

Fine-grained detection on Vehicle Model/Make

Compcar_analysis ⭐ 55

Source code of some classification experiments evaluated on the newly published vehicle dataset CompCar

Lung Diseases Classifier ⭐ 52

Diseases Detection from NIH Chest X-ray data

Deblurgan Tf ⭐ 49

Tensorflow implementation of DeblurGAN(Blind Motion Deblurring Using Conditional Adversarial Networks)

Resnet50 Pytorch Face Recognition ⭐ 37

Using Pytorch to implement a ResNet50 for Cross-Age Face Recognition

Deep Model Transfer ⭐ 32

A method for Fine-Grained image classification

Keras_catvsdog_tf_estimator ⭐ 32

Source for post "An Easy Guide to build new TensorFlow Datasets and Estimator with Keras Model"

Py Vital ⭐ 29

Vital tracker implemented using PyTorch

Bus Driver Behavior Detection ⭐ 29

CNN+LSTM; Video classification; Four categories（Normal; Smoking; Using mobile; Off seat）

Dilatedfcnsegmentation ⭐ 28

[Caffe] A dilated version of FCN with Stride 2 for Efficient Semantic Segmentation

Engagement Recognition ⭐ 28

Automatic Recognition of Student Engagement using Deep Learning and Facial Expression

Indian Sign Language Gesture Recognition ⭐ 24

Indian Sign Language Gesture Recognition

Kuzushiji_mnist ⭐ 23

Kuzushiji-MNIST - Capsule Network, VGG and ResNet classifiers for the "lost" Japanese language dataset

Dog Breed Classification Stanford Dog Dataset ⭐ 21

An example of using CNN for classification of dogs

Trafficsignrecognition ⭐ 20

A Deep Neural Network to do traffic sign recognition

Rfbnet Master_chinese_note ⭐ 19

对https://github.com/ruinmessi/RFBNet 代码做中文注释,便于理解

Tensorflow_vgg_train_test ⭐ 19

Implementation of training and testing process of VGG16 and VGG19 in TensorFlow

Mimicnorm ⭐ 18

Kitti Road Semantic Segmentation ⭐ 16

Implementation of semantic segmentation of FCN structure using kitti road dataset. I used a tensorflow and implemented a segmentation algorithm with a mean-iou score of 0.944.

Vgg_face_search ⭐ 15

(MIRROR) Face finding engine that runs on a local service. Includes a pipeline for preprocessing a user-defined image dataset.

GCNet (GIF Caption Network) | Neural Network Generated GIF Captions

Implementation of CSRnet

Image Classification ⭐ 14

Pre-trained VGG-Net Model for image classification using tensorflow

Deep Face Tutorial ⭐ 14

This repository hosts the IPython notebooks containing PyTorch code for DL+Faces tutorial

Captiongeneration ⭐ 14

Deblur By Fitting ⭐ 13

Implementation of “Video Deblurring by Fitting to Test Data“: https://arxiv.org/abs/2012.05228

Tf Bilinear Cnn ⭐ 13

Implementation of technical image quality model based on Google's research paper "NIMA: Neural Image Assessment".

Faster Rcnn Keras ⭐ 12

faster rcnn based on keras that can train your own dataset

Nips Global Paper Implementation Challenge ⭐ 12

Selective Classification For Deep Neural Networks.

Tackle the problem of significant scale variation in object detection using adaptve feature selection module (AFSM).

Multi Label Image Classification Using Tensorflow ⭐ 11

Implementation of: 1) simple CNN for MNIST 2) Alexnet and VGG16 net(from scratch as well as using pre-trained ImageNet weights) on Pascal VOC2007 dataset

Video_annotation ⭐ 10

Prepare Oxford Faces ⭐ 10

Scripts to prepare OXFORD VGG Face dataset

Hpls Hfcn Openset ⭐ 10

Paper: Towards Open-Set Face Recognition using Hashing Functions (IJCB'17)

Real Time Parking Occupancy Detection ⭐ 10

Implementation of "Real-time image-based parking occupancy detection using deep learning, Acharya, D., Yan, W., & Khoshelham, K. 2018"

Tensorflow_convolutional_networks ⭐ 9

Find Path ⭐ 9

Find path by using Semantic Segmentation.

Gcommands ⭐ 9

Speech Commands Recognition using end-to-end deep learning models in pytorch

Colonoscopy Polyps Detection With Cnns ⭐ 9

Colonoscopy polyps detection with CNNs

Mxnet_image_caption ⭐ 8

mxnet image caption(NIC)

Face Detection Using Faster R Cnn ⭐ 8

Face Recognition using Faster R-CNN

Vgg16 Pytorch ⭐ 8

VGG16 Net implementation from PyTorch Examples scripts for ImageNet dataset

Vgg Tensorflow Cifar10 ⭐ 8

cifar10 dataset in vgg architecture by tensorflow

Sound Classification Dataset

Siamese Gan Triple Network ⭐ 7

This project solves the problem of cross domain image retrieval.

S2VT pytorch implementation

VGG and GoogLeNet for VHRRSI scene classification

Open Sourced_dataset_protection ⭐ 6

This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on Dataset Curation and Security, 2020.

Wikiart Classifier ⭐ 6

Final project for the Machine Learning course at BU, Fall 2018.

Malware Classification Paper Implementation Using Convolutional Neural Network ⭐ 6

Implementation of IEEE paper: Malware Classification with Deep Convolutional Neural Networks

Tensorflow_examples ⭐ 6

Multi Process Fusion ⭐ 6

Multi-Process Fusion: Visual Place Recognition Using Multiple Image Processing Methods

Faceemotion ⭐ 6

Face Emotion 表情识别 keras

Face Ssd Mxnet ⭐ 6

Face Detection by SSD by MXNet trained with WIDER dataset

Facesvsplaces ⭐ 6

A clean and comprehensive Torch example, to be used as template.

Attention Facial Recognition ⭐ 6

Scripts that utilize class activation maps and self-attention layers within Keras models to classify faces from FEI Faces Dataset

Simple Int8 Pytorch Implement ⭐ 6

int8 calibration implement and inference (help you understand int8 Q)

Vgg13 Tensorlfow ⭐ 6

A new implementation of VGG13 in TensorFlow with the updated APIs (TensorFlow > 1.4)

Rethinking_cnn_layerwise_feature_amounts ⭐ 6

PyTorch implementation of our paper "Rethinking Layer-wise Feature Amounts in Convolutional Neural Network Architectures"

Plant Disease Prediction Cnn ⭐ 6

A CNN model to classify different plant diseases. Vgg16 net is fine tuned to the kaggle dataset.

Dataset_maker ⭐ 5

Img_colorization ⭐ 5

This project uses Keras and Python to convert a grayscale image to color without any additional information.

Minirotnet ⭐ 5

Inspired from Rotnet, I implemented VGG16 + LogisticRegressionClassifier to detect orientation of images (Indoor CVPR dataset) but only limited to four angles ie. 0, 90, 180, 270 and correct them.

Tensorflow Yolov1 ⭐ 5

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