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134 search results found

Segmentation_models ⭐ 4,514

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Image Segmentation Keras ⭐ 2,729

Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Efficientnet ⭐ 2,048

Implementation of EfficientNet model. Keras and TensorFlow Keras.

Keras Resnet ⭐ 1,194

Residual networks implementation using Keras-1.0 functional API

Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017

Tools to Design or Visualize Architecture of Neural Network

Keras Vggface ⭐ 856

VGGFace implementation with Keras Framework

Pytorch2keras ⭐ 848

PyTorch to Keras model convertor

Classification_models ⭐ 706

Classification models trained on ImageNet. Keras.

Keras Idiomatic Programmer ⭐ 705

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

Dogs_vs_cats ⭐ 549

Deep Koalarization ⭐ 375

Keras/Tensorflow implementation of our paper Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (https://arxiv.org/abs/1712.03400)

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Keras Maskrcnn ⭐ 330

Keras implementation of MaskRCNN object detection.

Inception V4 ⭐ 323

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

Keras Squeeze Excite Network ⭐ 316

Implementation of Squeeze and Excitation Networks in Keras

Keras Yolov4 ⭐ 309

yolov4 42.0% mAP.ppyolo 45.1% mAP.

Keras Fasterrcnn ⭐ 291

keras implementation of Faster R-CNN

Tianchi Medical Lungtumordetect ⭐ 286

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

Keras Resnet ⭐ 273

Keras package for deep residual networks

Keras Retinanet For Open Images Challenge 2018 ⭐ 257

Code for 15th place in Kaggle Google AI Open Images - Object Detection Track

Ai_papers ⭐ 254

Resnetcam Keras ⭐ 245

Keras implementation of a ResNet-CAM model

Keras_insightface ⭐ 208

Insightface Keras implementation

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Keras Inception Resnet V2 ⭐ 167

The Inception-ResNet v2 model using Keras (with weight files)

Torch Scan ⭐ 164

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

Ai Toolbox ⭐ 160

Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas

Image_class ⭐ 159

基于keras集成多种图像分类模型： VGG16、VGG19、InceptionV3、Xception、MobileNet、AlexNet

Keraspersonlab ⭐ 147

Keras-tensorflow implementation of PersonLab (https://arxiv.org/abs/1803.08225)

Sceneclassify ⭐ 143

AI场景分类竞赛

Keras Inference Time Optimizer ⭐ 137

Optimize layers structure of Keras model to reduce computation time

Xcenternet ⭐ 131

Fast anchor free Object Detection based on CenterNet (Objects As Points) and TTFNet (Training-Time-Friendly Network). Implemented in TensorFlow 2.4+.

Fashionai_keypoint_detection_challenge_keras ⭐ 129

Code for TianChi 2018 FashionAI Cloth KeyPoint Detection Challenge

Keras Adabound ⭐ 123

Keras implementation of AdaBound

Keras Resnet3d ⭐ 121

Implementations of ResNets for volumetric data, including a vanilla resnet in 3D.

Classification_models_3d ⭐ 109

Set of models for classifcation of 3D volumes

Finetuned Resnet50 Keras ⭐ 96

This repo shows how to finetune a ResNet50 model for your own data using Keras.

Spectralnormalizationkeras ⭐ 86

Spectral Normalization for Keras Dense and Convolution Layers

Xtreme Vision ⭐ 76

A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.

Mmwave Gesture Recognition ⭐ 73

Basic Gesture Recognition Using mmWave Sensor - TI AWR1642

keras implementation of PSENET

Keras Rfcn ⭐ 71

RFCN implement based on Keras&Tensorflow

Dcase2020_task1 ⭐ 62

Code for DCASE 2020 task 1a and task 1b.

Perceptron Benchmark ⭐ 60

Robustness benchmark for DNN models.

Dnndk Pynqz2 ⭐ 56

First lesson for you to use DNNDK, also it can be helpful for your AI learning

Heatmaps ⭐ 55

Going Deeper With Convolutional Neural Network For Stock Market Prediction ⭐ 46

Repository for Going Deeper with Convolutional Neural Network for Stock Market Prediction

Keras Vggface2 Resnet50 ⭐ 46

Handwritten_digit_recognition ⭐ 46

Handwritten digit recognition with MNIST & Keras

Deeplearning ⭐ 45

Repo where I play with some outstanding well-known DNN models

Rt Cnn Vis ⭐ 44

A Platform for Real Time CNN Visualization

Keras_rmac_plus ⭐ 43

Keras implementation of R-MAC+ descriptors

Efficientnet_keras_transfer_learning ⭐ 41

Transfer Learning with EfficientNet in Keras

Keras Pytorch Avp Transfer Learning ⭐ 38

We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!

Keras Mask Rcnn For Open Images 2019 Instance Segmentation ⭐ 36

Code and pre-trained models for Instance Segmentation track in Open Images Dataset

Ios Ml Dog Classifier ⭐ 34

An iOS app that can detect a dog and determine its breed from an image or video feed.

Hupu Score ⭐ 33

HUPU auto-score network based on ResNet-50

Semantic_segment_rsimage ⭐ 32

遥感影像深度学习语义分割

Image Object Localization ⭐ 32

Image Object Localization by ResNet-18 using tensorflow, keras and pytorch

Keras Fcos ⭐ 31

FCOS (Fully Convolutional One-Stage Object Detection) implementation in Keras and Tensorflow

Keras Application Zoo ⭐ 28

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

Aesrc2020 ⭐ 28

a deep accent recognition network

Model_compression ⭐ 28

deep learning model compression based on keras

Deep Learning Image Similarity ⭐ 27

Takes 2 images and says how similar they are based on Euclidean distance of feature vectors

Resnet152 ⭐ 26

Adaptation of ResNet-152 to match Keras API with added large input option

Cnn Models ⭐ 25

YOLO-v2, ResNet-32, GoogLeNet-lite

Max Inception Resnet V2 ⭐ 25

Identify objects in images using a third-generation deep residual network.

Cbam Tensorflow2.0 ⭐ 24

CBAM(Convolutional Block Attention Module) implementation on TensowFlow2.0

Keras Multiclass Image Classification ⭐ 24

Multiclass image classification using Convolutional Neural Network

Cat_vs_dog ⭐ 24

Refinenet Keras ⭐ 24

RefineNet: a Keras implementation

Retinanet ⭐ 23

Keras implementation of RetinaNet for object detection and visual relationship identification

Keras Resnet Food Reverse Engineering ⭐ 23

resnetが料理の材料をあてます

Cellfinder Napari ⭐ 22

Efficient cell detection in large images using cellfinder in napari

keras-style API to ResNets (ResNet-50, ResNet-101, and ResNet-152)

Residual Of Residual Networks ⭐ 20

Residual Network of Residual Networks in Keras

Car Detection Model Prediction ⭐ 20

Brainagepredictionresnet ⭐ 20

3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).

Hse_facerec_tf ⭐ 19

Tensorflow/Keras small models for face recognition, ag/gender prediction from images

Cellfinder Core ⭐ 19

Standalone cellfinder cell detection algorithm

Keras Cifar10 ⭐ 19

practice on CIFAR10 with Keras

Keras Ppyolo Yolov4 ⭐ 18

45.1% mAP, Keras impl of PPYOLO and YOLOv4.

Tricks In Deeplearning ⭐ 18

Using different tricks to improve performance of resetnet. The final accuracy:95.21%

Deepometry ⭐ 18

Image classification for imaging flow cytometry.

Deepvision ⭐ 18

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

Videototext ⭐ 18

동영상에서 세부 글자(자막, 타이틀) 추출

Crnn_kreas ⭐ 17

OCR 基于 Keras

Dlib To Tf Keras Converter ⭐ 16

A set of scripts to convert dlib's face recognition network to tensorflow, keras, onnx etc

Resnest Tensorflow2 ⭐ 16

ResNeSt: Split-Attention Networks for Tensorflow2

Tfp Tutorial ⭐ 15

TensorFlow Probability Tutorial

Pytorch_keras_converter ⭐ 15

A PyTorch to Keras/TensorFlow converter made for Cadene's pretrained models

Keras Efficientnet ⭐ 15

keras-efficientnet: A Keras implementation of EfficientNet

Max Resnet 50 ⭐ 14

Identify objects in images using a first-generation deep residual network.

Resnet Multipleframework ⭐ 14

ResNet benchmark by Keras(TensorFlow), Keras(MXNet), Chainer, PyTorch using Google Colab

Cnn_architectures ⭐ 14

Keras Implementation of major CNN architectures

Retinal Disease Diagnosis With Residual Attention Networks ⭐ 13

Using Residual Attention Networks to diagnose retinal diseases in medical images

Keras Inception Resnetv2 ⭐ 13

Keras implementation of Google's inception-resnet-v2 Architecture

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Machine Learning Keras (1,591)

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Dataset Keras (872)

Network Keras (840)

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