tensorflow-keras

There are 3 repositories under tensorflow-keras topic.

qubvel / segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
unet fpn segmentation keras pretrained pre-trained image-segmentation linknet pspnet tensorflow segmentation-models resnet resnext efficientnet densenet keras-tensorflow keras-models tensorflow-keras keras-examples mobilenet
Language:Python 4890
margaretmz / awesome-tensorflow-lite
An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.
awesome-list tflite tensorflow-lite tflite-models tensorflow tensorflow-models tfhub tensorflow-keras keras-tutorials sample-app model-zoo mediapipe mlkit mobile android ios flutter deep-learning computer-vision awesome
1334
GoogleCloudPlatform / keras-idiomatic-programmer
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
keras keras-tutorials machine-learning resnet resnext densenet senet mobilenet tensorflow-keras automl squeezenet inception xception shufflenet dcgan autoencoder deep-learning siamese-network vgg
Language:Jupyter Notebook 817
Bisonai / mobilenetv3-tensorflow
Unofficial implementation of MobileNetV3 architecture described in paper Searching for MobileNetV3.
mobilenetv3 tensorflow tensorflow-keras mobile-deep-learning mobilenet edge-machine-learning
Language:Python 231
satellite-Image-Semantic-Segmentation-Unet-Tensorflow-keras
ashishpatel26 / satellite-Image-Semantic-Segmentation-Unet-Tensorflow-keras
Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock
semantic-segmentation keras-semantic-segmentation keras-segmentation tensorflow-keras tensorflow2-image-segmentation unet unet-keras unet-image-segmentation unet-segmentation unet-tensorflow tensorflow2-unet
Language:Jupyter Notebook 107
bendangnuksung / mrcnn_serving_ready
🛠 Mask R-CNN Keras to Tensorflow and TFX models + Serving models using TFX GRPC & RESTAPI
grpc mask-rcnn rest-api tensorflow-keras tensorflow-model tensorflow-model-server
Language:Python 102
koshian2 / OctConv-TFKeras
Unofficial implementation of Octave Convolutions (OctConv) in TensorFlow / Keras.
octconv tensorflow-keras keras tpu
Language:Jupyter Notebook 100
zheng-yuwei / multi-label-classification
基于tf.keras的多标签多分类模型
tensorflow tensorflow-keras ghm focal-loss resnet-v2 resnet-18 mixnet python3 resnext multi-label-classification radam
Language:Python 88
luozhouyang / transformers-keras
Transformer-based models implemented in tensorflow 2.x(using keras).
albert bert masked-language-models ner question-answering sequence-classification sequence-labeling simcse tensorflow-keras text-classification token-classification
Language:Python 76
simon-larsson / keras-swa
Simple stochastic weight averaging callback for Keras
keras tensorflow tensorflow-keras deep-learning swa stochastic-weight-averaging
Language:Python 63
SoloSynth1 / tensorflow-yolov4
YOLOv4 Implemented in Tensorflow 2.0. Convert YOLO v4 .weights to .pb and .tflite format for tensorflow and tensorflow lite.
yolov4 yolov3 tflite h5 pb object-detection tensorflow tf2 tensorflow-keras
Language:Python 62
cerlymarco / keras-hypetune
A friendly python package for Keras Hyperparameters Tuning based only on NumPy and hyperopt.
hyperparameter-optimization tuning-parameters tensorflow keras tf-keras tensorflow-keras deep-learning
Language:Jupyter Notebook 61
libingallin / handson_ml_2nd
Note for Aurélien Géron's 2019 book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition"
python3 tensorflow2 keras tensorflow-keras
Language:Jupyter Notebook 50
anindox8 / Ensemble-of-Multi-Scale-CNN-for-Dermatoscopy-Classification
Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.
binary-classification deep-learning convolutional-neural-networks ensemble-learning cyclic-learning-rate skin-lesion-classification shades-of-gray color-constancy multi-scale efficientnet senet inception-v3 densenet seresnext tensorflow-keras
Language:Jupyter Notebook 49
IsaacGuan / 3D-VAE
A variational autoencoder for volumetric shape generation
vae 3d-vae tensorflow-keras deep-learning
Language:Python 46
samson6460 / tf_keras_gradcamplusplus
tensorflow.keras implementation of gradcam and gradcam++
tensorflow2 tensorflow keras tensorflow-keras gradcam gradcam-plus-plus deep-learning deeplearning neural-network neural-networks
Language:Python 45
DIAGNijmegen / prostateMR_3D-CAD-csPCa
Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow 2.5. Configured for voxel-level clinically significant prostate cancer detection in multi-channel 3D bpMRI scans.
prostate-cancer computer-aided-detection computer-aided-diagnosis mri-images tensorflow-keras attention-mechanisms attention-unet unetplusplus probabilistic-unet seresnet
Language:Python 43
calad0i / HGQ
High Granularity Quantizarion for Ultra-Fast Machine Learning Applications on FPGAs
fpga hls4ml tensorflow-keras
Language:Python 36
JuliuszB12 / LSTM_Attention_redeployment_for_yahoo_stock_data
Integrating Airbyte, Kafka, Airflow and MLflow on Azure Linux VMs within private network to continuously retrain LSTM Attention model with 1-minute stock prices and redeploy it on Azure ML AKS real-time inference endpoint behind serverless Azure API
airbyte airflow azure azure-devops azurecli bash docker docker-compose kafka mlflow powershell python tensorflow tensorflow-keras lstm armtemplates cicd
Language:Python 35
jianqingzheng / res_aligner_net
[Medical Image Analysis] Residual Aligner-based Network (RAN): Motion-Aware Structure for Coarse-to-fine Discontinuous Deformable Registration
coarse-to-fine-registration deep-learning deformable-registration discontinuous-registration image-registration medical-image-analysis progressive-learning progressive-registration tensorflow-keras
Language:Python 33
Raukk / tf-keras-surgeon
Pruning and other network surgery for trained TF.Keras models.
pruning tensorflow-keras tensorflow neurel-network keras-tensorflow deep-learning deep-neural-networks network-surgery
Language:Jupyter Notebook 32
AICAN-Research / H2G-Net
🚀 H2G-Net: Segmentation of breast cancer region from whole slide images
h2g-net cnn tensorflow-keras digital-pathology computational-pathology u-net agu-net mobilenetv2 breast-cancer clustering convolutional-neural-networks medical-imaging refinement segmentation whole-slide-image deep-learning tensorflow
Language:Jupyter Notebook 28
naveenmarthala / Handwritten-word-recognition-OCR----IAM-dataset---CNN-and-BiRNN
handwritten word recognition with IAM dataset using CNN-Bi-LSTM and Bi-GRU implementation.
handwritten-text-recognition ocr ocr-recognition iam-dataset tensorflow-keras cnn bi-lstm bi-gru rnn
Language:Jupyter Notebook 23
margaretmz / caster-io-courses
Caster IO courses
deep-learning tensorflow tensorflow-keras tflite tensorflow-lite android kotlin
Language:Jupyter Notebook 18
Zhiyu014 / MARL-UDS
Source code for the MARL-enabled real-time control of urban drainage system
dqn reinforcement-learning multiagent-reinforcement-learning iql vdn ppo qmix a2c swmm tensorflow-keras combined-sewer-overflow stormwater urban-flooding real-time-control graph-algorithms
Language:Python 14
cainmagi / MDNT
Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.
adabound auto-encoder cnn deep-learning deep-neural-networks extension keras keras-tensorflow python python-library python3 python36 swats tensorflow tensorflow-keras toolbox toolkit
Language:Python 13
fabprezja / deep-fast-vision
A Python library for rapid prototyping of deep transfer learning vision models.
auto-ml deep-learning machine-learning python tensorflow-keras computer-vision
Language:Python 13
IsaacGuan / 3D-GAE
A generalized autoencoder for volumetric shape generation
gae 3d-gae tensorflow-keras deep-learning
Language:Python 13
srihari-humbarwadi / tensorflow_retinanet
A simplified implementation of RetinaNet from https://arxiv.org/pdf/1708.02002.pdf using TF2.0
retinanet tensorflow eager tpu keras object-detection tensorflow-keras
Language:Jupyter Notebook 13
HiBugs / MTCNN
人脸检测bbox+landmark，使用 tensorflow.keras 训练MTCNN
tensorflow-keras mtcnn face-detection
Language:Python 11
c1ph3rr / Deep-Residual-Learning-for-Image-Recognition
Implementation of https://arxiv.org/pdf/1512.03385.pdf
tensorflow-keras resnet-50
Language:Python 10
novasush / image-classifier-in-javascript
Deploy image classifier on a static website using javascript.
tensorflow tensorflowjs tensorflow2 keras keras-tensorflow tensorflow-keras javascript tfjs classification classifier classifier-model tensorflowjs-models classifiers
Language:Jupyter Notebook 10
hwangdonghyun / VNect-TensorFlow-Keras
Implementation of the VNect with tf.keras
vnect tensorflow-keras
Language:Python 9
shabisht / ISL-Hand-Sign-Recognition
A real-time Indian Sign Language (ISL) symbol detector for enhanced communication for the hearing-impaired
cnn-keras cnn-multilabel-classification convolutional-neural-networks mediapipe-hands numpy opencv-python pillow python39 sign-language-recognition-system streamlit tensorflow-keras
Language:Python 9
maxw1489 / Mask_RCNN
Refactored Mask R-CNN for object detection and instance segmentation on TensorFlow 2.
instance-segmentation mask-rcnn object-detection tensorflow-keras tensorflow2
Language:Python 8
platzi / deep-learning
Curso de Deep Learning con Tensorflow + Keras
churn-analysis deep-learning keras tensorflow tensorflow-keras
Language:Jupyter Notebook 7

tensorflow-keras

qubvel / segmentation_models

margaretmz / awesome-tensorflow-lite

GoogleCloudPlatform / keras-idiomatic-programmer

Bisonai / mobilenetv3-tensorflow

ashishpatel26 / satellite-Image-Semantic-Segmentation-Unet-Tensorflow-keras

bendangnuksung / mrcnn_serving_ready

koshian2 / OctConv-TFKeras

zheng-yuwei / multi-label-classification

luozhouyang / transformers-keras

simon-larsson / keras-swa

SoloSynth1 / tensorflow-yolov4

cerlymarco / keras-hypetune

libingallin / handson_ml_2nd

anindox8 / Ensemble-of-Multi-Scale-CNN-for-Dermatoscopy-Classification

IsaacGuan / 3D-VAE

samson6460 / tf_keras_gradcamplusplus

DIAGNijmegen / prostateMR_3D-CAD-csPCa

calad0i / HGQ

JuliuszB12 / LSTM_Attention_redeployment_for_yahoo_stock_data

jianqingzheng / res_aligner_net

Raukk / tf-keras-surgeon

AICAN-Research / H2G-Net

naveenmarthala / Handwritten-word-recognition-OCR----IAM-dataset---CNN-and-BiRNN

margaretmz / caster-io-courses

Zhiyu014 / MARL-UDS

cainmagi / MDNT

fabprezja / deep-fast-vision

IsaacGuan / 3D-GAE

srihari-humbarwadi / tensorflow_retinanet

HiBugs / MTCNN

c1ph3rr / Deep-Residual-Learning-for-Image-Recognition

novasush / image-classifier-in-javascript

hwangdonghyun / VNect-TensorFlow-Keras

shabisht / ISL-Hand-Sign-Recognition

maxw1489 / Mask_RCNN

platzi / deep-learning