Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

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

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

基于tf.keras的多标签多分类模型

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

Simple stochastic weight averaging callback for Keras

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

A variational autoencoder for volumetric shape generation

tensorflow.keras implementation of gradcam and gradcam++

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.

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

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

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

A Python library for rapid prototyping of deep transfer learning vision models.

A generalized autoencoder for volumetric shape generation

Modern Deep Network Toolkits for Tensorflow-Keras. This is a extension for newest tensorflow 1.x.

人脸检测bbox+landmark，使用 tensorflow.keras 训练MTCNN

Source code for the MARL-enabled real-time control of urban drainage system

A real-time Indian Sign Language (ISL) symbol detector for enhanced communication for the hearing-impaired

Implementation of the VNect with tf.keras