Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

• UpdatedAug 21, 2024
• Python

An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.

• UpdatedMar 1, 2022

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

• UpdatedDec 29, 2020
• Jupyter Notebook

Unofficial implementation of MobileNetV3 architecture described in paper Searching for MobileNetV3.

• UpdatedJun 29, 2019
• Python

Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock

• UpdatedJul 1, 2022
• Jupyter Notebook

🛠 Mask R-CNN Keras to Tensorflow and TFX models + Serving models using TFX GRPC & RESTAPI

• UpdatedOct 16, 2020
• Python

Unofficial implementation of Octave Convolutions (OctConv) in TensorFlow / Keras.

• UpdatedFeb 16, 2020
• Jupyter Notebook

基于tf.keras的多标签多分类模型

• UpdatedOct 12, 2021
• Python

Transformer-based models implemented in tensorflow 2.x(using keras).

• UpdatedNov 23, 2021
• Python

Simple stochastic weight averaging callback for Keras

• UpdatedSep 28, 2021
• Python

YOLOv4 Implemented in Tensorflow 2.0. Convert YOLO v4 .weights to .pb and .tflite format for tensorflow and tensorflow lite.

• UpdatedAug 30, 2021
• Python

A friendly python package for Keras Hyperparameters Tuning based only on NumPy and hyperopt.

• UpdatedMar 13, 2022
• Jupyter Notebook

Note for Aurélien Géron's 2019 book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition"

• UpdatedAug 18, 2021
• Jupyter Notebook

A variational autoencoder for volumetric shape generation

• UpdatedJun 17, 2020
• Python

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.

• UpdatedOct 27, 2020
• Jupyter Notebook

tensorflow.keras implementation of gradcam and gradcam++

• UpdatedOct 21, 2022
• Python

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.

• UpdatedFeb 11, 2022
• Python

High Granularity Quantizarion for Ultra-Fast Machine Learning Applications on FPGAs

• UpdatedJul 23, 2025
• Python

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

• UpdatedOct 23, 2024
• Python

[Medical Image Analysis] Residual Aligner-based Network (RAN): Motion-Aware Structure for Coarse-to-fine Discontinuous Deformable Registration

• UpdatedOct 31, 2025
• Python