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 4624
margaretmz / awesome-tensorflow-lite
An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.
android awesome awesome-list computer-vision deep-learning flutter ios keras-tutorials mediapipe mlkit mobile model-zoo sample-app tensorflow tensorflow-keras tensorflow-lite tensorflow-models tfhub tflite tflite-models
1127
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 805
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 223
bendangnuksung / mrcnn_serving_ready
🛠 Mask R-CNN Keras to Tensorflow and TFX models + Serving models using TFX GRPC & RESTAPI
tensorflow-model tensorflow-model-server grpc mask-rcnn tensorflow-keras rest-api
Language:Python 104
koshian2 / OctConv-TFKeras
Unofficial implementation of Octave Convolutions (OctConv) in TensorFlow / Keras.
keras octconv tensorflow-keras tpu
Language:Jupyter Notebook 100
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 87
zheng-yuwei / multi-label-classification
基于tf.keras的多标签多分类模型
focal-loss ghm mixnet multi-label-classification python3 radam resnet-18 resnet-v2 resnext tensorflow tensorflow-keras
Language:Python 84
luozhouyang / transformers-keras
Transformer-based models implemented in tensorflow 2.x(using keras).
bert albert question-answering sequence-classification simcse token-classification ner sequence-labeling text-classification tensorflow-keras masked-language-models
Language:Python 74
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 63
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 59
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 49
samson6460 / tf_keras_gradcamplusplus
tensorflow.keras implementation of gradcam and gradcam++
deep-learning deeplearning gradcam gradcam-plus-plus keras neural-network neural-networks tensorflow tensorflow-keras tensorflow2
Language:Python 41
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 color-constancy convolutional-neural-networks cyclic-learning-rate deep-learning densenet efficientnet ensemble-learning inception-v3 multi-scale senet seresnext shades-of-gray skin-lesion-classification tensorflow-keras
Language:Jupyter Notebook 39
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 39
IsaacGuan / 3D-VAE
A variational autoencoder for volumetric shape generation
vae 3d-vae tensorflow-keras deep-learning
Language:Python 32
Raukk / tf-keras-surgeon
Pruning and other network surgery for trained TF.Keras models.
deep-learning deep-neural-networks keras-tensorflow network-surgery neurel-network pruning tensorflow tensorflow-keras
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:TeX 19
margaretmz / caster-io-courses
Caster IO courses
android deep-learning kotlin tensorflow tensorflow-keras tensorflow-lite tflite
Language:Jupyter Notebook 18
naveen-marthala / 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 15
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
cainmagi / MDNT
Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.
tensorflow tensorflow-keras keras keras-tensorflow extension toolkit toolbox python python3 python36 python-library deep-learning deep-neural-networks cnn auto-encoder adabound swats
Language:Python 12
HiBugs / MTCNN
人脸检测bbox+landmark，使用 tensorflow.keras 训练MTCNN
tensorflow-keras mtcnn face-detection
Language:Python 11
jianqingzheng / res_aligner_net
Residual Aligner-based Network (RAN): Motion-Aware Structure for Coarse-to-fine Discontinuous Deformable Registration
deep-learning deformable-registration image-registration medical-image-analysis tensorflow-keras coarse-to-fine-registration discontinuous-registration progressive-learning progressive-registration
Language:Python 10
hwangdonghyun / VNect-TensorFlow-Keras
Implementation of the VNect with tf.keras
vnect tensorflow-keras
Language:Python 9
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 9
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 8
benjamindkilleen / lsda
Large-scale Data Analysis supplementary material.
classification computer-vision convolutional-neural-networks jupyter keras machine-learning matplotlib midway mnist neural-networks numpy python ssh tensorflow tensorflow-keras tutorials
Language:Shell 7
c1ph3rr / Deep-Residual-Learning-for-Image-Recognition
Implementation of https://arxiv.org/pdf/1512.03385.pdf
resnet-50 tensorflow-keras
Language:Python 7
calad0i / HGQ
High Granularity Quantizarion for Ultra-Fast Machine Learning Applications on FPGAs
fpga hls4ml tensorflow-keras
Language:Python 6
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 6
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 6
SkyThonk / Play-with-Hand-Gesture
With the help of OpenCV and Deep Learning CNN algorithm performing some action with hand gesture though webcam like I'm playing chrome browser famous game dinosaur jump. And for CNN model I have collected my own Dataset by capturing 350+ images.
cnn opencv deep-learning webcam-capture artificial-intelligence machine-learning handgesture-recognition handgesture-interaction tensorflow tensorflow-keras
Language:Jupyter Notebook 6

tensorflow-keras

qubvel / segmentation_models

margaretmz / awesome-tensorflow-lite

GoogleCloudPlatform / keras-idiomatic-programmer

Bisonai / mobilenetv3-tensorflow

bendangnuksung / mrcnn_serving_ready

koshian2 / OctConv-TFKeras

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

zheng-yuwei / multi-label-classification

luozhouyang / transformers-keras

simon-larsson / keras-swa

SoloSynth1 / tensorflow-yolov4

cerlymarco / keras-hypetune

libingallin / handson_ml_2nd

samson6460 / tf_keras_gradcamplusplus

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

DIAGNijmegen / prostateMR_3D-CAD-csPCa

IsaacGuan / 3D-VAE

Raukk / tf-keras-surgeon

AICAN-Research / H2G-Net

margaretmz / caster-io-courses

naveen-marthala / Handwritten-word-recognition-OCR----IAM-dataset---CNN-and-BiRNN

fabprezja / deep-fast-vision

IsaacGuan / 3D-GAE

srihari-humbarwadi / tensorflow_retinanet

cainmagi / MDNT

HiBugs / MTCNN

jianqingzheng / res_aligner_net

hwangdonghyun / VNect-TensorFlow-Keras

novasush / image-classifier-in-javascript

Zhiyu014 / MARL-UDS

benjamindkilleen / lsda

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

calad0i / HGQ

maxw1489 / Mask_RCNN

shabisht / ISL-Hand-Sign-Recognition

SkyThonk / Play-with-Hand-Gesture