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39 search results found

Py Faster Rcnn ⭐ 6,778

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

Faster Rcnn.pytorch ⭐ 5,938

A faster pytorch implementation of faster r-cnn

Srgan ⭐ 3,184

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Keras Resources ⭐ 3,174

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

Fast Rcnn ⭐ 2,755

Faster_rcnn ⭐ 2,424

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Antialiased Cnns ⭐ 1,607

pip install antialiased-cnns to improve stability and accuracy

Places365 ⭐ 1,454

The Places365-CNNs for Scene Classification

Tensorflow Fcn ⭐ 1,096

An Implementation of Fully Convolutional Networks in Tensorflow.

Tensorflow 101 ⭐ 987

TensorFlow 101: Introduction to Deep Learning

Codes For Lane Detection ⭐ 629

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

Pytorch Cnn Finetune ⭐ 580

Fine-tune pretrained Convolutional Neural Networks with PyTorch

Food Recipe Cnn ⭐ 502

food image to recipe with deep convolutional neural networks.

Loadcaffe ⭐ 486

Load Caffe networks in Torch7

Pytorch Image Classification ⭐ 475

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

Convert_torch_to_pytorch ⭐ 463

Convert torch t7 model to pytorch model and source.

OHEM support for Fast R-CNN

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Numpy_neural_network ⭐ 307

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新 ...

Unet_keras ⭐ 302

unet_keras use image Semantic segmentation

Video Classification 2 Stream Cnn ⭐ 293

Video Classification using 2 stream CNN

Deep Learning 101 ⭐ 268

Deep Learning Tutorials

Resnetcam Keras ⭐ 245

Keras implementation of a ResNet-CAM model

Caption_generator ⭐ 233

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

Grad Cam Tensorflow ⭐ 228

tensorflow implementation of Grad-CAM (CNN visualization)

Deep Learning Object Detection Links. ⭐ 225

Object detectors based on DL (from: https://handong1587.github.io/deep_learning/2015/1 )

Ssd Variants ⭐ 220

PyTorch implementation of several SSD based object detection algorithms.

Retrieval 2017 Cam ⭐ 206

Class-Weighted Convolutional Features for Image Retrieval (BMVC 2017)

Keras Fcn ⭐ 202

A playable implementation of Fully Convolutional Networks with Keras.

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Transfer Learning Suite ⭐ 185

Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!

Grad_cam_plus_plus ⭐ 176

A generalized gradient-based CNN visualization technique

Keras Model Zoo ⭐ 168

Keras Model Zoo

Train_arch ⭐ 154

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+r GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....

Practical Cnn ⭐ 146

A VGG practical on convolutional neural networks

A novel region proposal network for more general object detection ( including scene text detection ).

Chainer Cifar10 ⭐ 132

Various CNN models for CIFAR10 with Chainer

Rstarcnn ⭐ 131

Ailearnnotes ⭐ 122

Artificial Intelligence Learning Notes.

Obj_det_progress_tracker ⭐ 119

Object Detection Progress Tracker

Chinese_ocr ⭐ 114

中文ocr识别

Keras Vgg16 Places365 ⭐ 113

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

Imagenet ⭐ 97

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

Cnn Fixations ⭐ 87

Visualising predictions of deep neural networks

Keras Video Classifier ⭐ 83

Keras implementation of video classifier

Image Classification Pytorch ⭐ 80

Learning and Building Convolutional Neural Networks using PyTorch

Curveball ⭐ 79

Second-order optimiser for deep networks

Image Caption Generator ⭐ 70

A neural network to generate captions for an image using CNN and RNN with BEAM Search.

Defect Detection Classifier ⭐ 70

Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset

Catvsdog ⭐ 65

基于卷积神经网络的猫狗识别 web 应用（Can u give me a star）

Neural Style Pytorch ⭐ 62

Neural Style implementation in PyTorch! 🎨

Deepstreet ⭐ 61

Traffic Sign Recognition - Fine tuning VGG16 + GTSRB

Captcha_break_keras ⭐ 61

keras theano 验证码破解字母+数字

Chainer Visualization ⭐ 60

Chainer implementation of the paper Visualizing and Understanding Convolutional Networks, 2013

Rpg_asynet ⭐ 56

Code for the paper "Event-based Asynchronous Sparse Convolutional Networks" (ECCV, 2020).

Compcar_analysis ⭐ 55

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

Convolution Layer Visualization Vgg 16 ⭐ 54

A GUI Tool for visualizing the intermediate layer of VGG-16 CNN trained on Imagenet

Lung Diseases Classifier ⭐ 52

Diseases Detection from NIH Chest X-ray data

Codes for CVPR2016 paper "CRAFT Objects from Images"

Visualizationcnn ⭐ 49

Visualization CNN model by Keras.

Cnn Series Getting Started And Pytorch Implementation ⭐ 47

我的笔记和Demo，包含分类，检测、分割、知识蒸馏。

Frcnn_git ⭐ 45

Faster R-CNN implementation for rotated boxes

Semantic_pyramid_for_image_generation ⭐ 45

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

Deep Fashion ⭐ 44

Proposal a new method to retrieval clothing images

Tsr Py Faster Rcnn ⭐ 43

This repo contains code related to german traffic sign detection and classification using Faster-RCNN

Ageestimateadience ⭐ 42

Age and Gender Estimation Using Convolutional Neural Network

Distracted Driver Detection ⭐ 40

Solves a kaggle problem of State Farm Distracted Driver Detection

Pico Cnn ⭐ 40

Lightweight C implementation of CNNs for Embedded Systems

Neural Style ⭐ 38

本代码加入了神经风格迁移中文注释，更易理解，同时新加入begin.py可直接运行调试。

Cnn Paper2 ⭐ 38

🎨 🎨 深度学习卷积神经网络教程：图像识别，目标检测，语义分割，实例分割，人脸识别，神经风格转换，GAN等🎨🎨

Weibocaptcharecognize ⭐ 38

CNNs and RNNs recognize Weibo Captcha

Ghiaseddin ⭐ 36

Author's implementation of the paper "Deep Relative Attributes" (ACCV 2016)

Deep Object Detection ⭐ 36

图解物体检测 & 网络框架. Inspired by awesome object detection, deep object detection does a easy way for understanding in Chinese.

Fcn Tensorflow ⭐ 35

An Implementation of Fully Convolutional Networks in Tensorflow.

Imagecaption ⭐ 31

Image Caption using keras, VGG16 pretrained model, CNN and RNN

Xrays And Gradcam ⭐ 31

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

Semantic Aware Scene Recognition ⭐ 29

Pytorch Implementation of Semantic-Aware Scene Recognition Paper

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

Vggfeatextract ⭐ 28

Python wrapper to extract CNN embeddings with Oxford VGG models using caffe.

Keras Application Zoo ⭐ 28

Reference implementations of popular DL models missing from keras-applications & keras-contrib

Engagement Recognition ⭐ 28

Automatic Recognition of Student Engagement using Deep Learning and Facial Expression

An implementation of feed-forward phase of deep Convolutional Neural Networks in pure C#

Tensorflow Srgan ⭐ 26

Tensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)

Faster Rcnn Cpu ⭐ 24

Nddr Cnn ⭐ 24

[CVPR2019] NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction

Svhn_cnn ⭐ 23

Four digit SVHN (Street View House Number) sequence prediction with CNN using Keras with TensorFlow backend

Dped Tensorflow ⭐ 22

TensorFlow implementation of "DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks"

Dog Breed Classification Stanford Dog Dataset ⭐ 21

An example of using CNN for classification of dogs

Coarsenet ⭐ 21

Modified version of U-net based on "Convolutional Networks for Biomedical Image Segmentation (Ronneberger et al., 2015)" paper.

Video Action Classification ⭐ 21

Video Action Classification Using Spatial Temporal Clues. Original paper: arXiv:1504.01561

Cnn_based_face_alignment ⭐ 20

Face Alignment using Convolutional Neural Networks

Cnn_vgg19_verilog ⭐ 20

Convolution Neural Network of vgg19 model in verilog

Finetunealexvgg ⭐ 20

Finetune ConvNets with Tensorflow

Keras Cifar10 ⭐ 19

practice on CIFAR10 with Keras

Tf Semantic Segmentation Fcn Vgg16 ⭐ 19

Semantic segmentation for classifying road. "Fully Convolutional Networks for Semantic Segmentation (2015)" implemented using TF

Pig_face ⭐ 18

Tensorflow + python + bilinear cnn 本项目最终排名 15/1386

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