TensorFlow Community Models

This repository provides a curated list of the GitHub repositories with machine learning models and implementations powered by TensorFlow 2.

Note: Contributing companies or individuals are responsible for maintaining their repositories.

Computer Vision

Model	Paper	Features	Maintainer
DenseNet 169	Densely Connected Convolutional Networks	• FP32 Inference	Intel
Inception V3	Rethinking the Inception Architecture for Computer Vision	• Int8 Inference • FP32 Inference	Intel
Inception V4	Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning	• Int8 Inference • FP32 Inference	Intel
MobileNet V1	MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications	• Int8 Inference • FP32 Inference	Intel
ResNet 101	Deep Residual Learning for Image Recognition	• Int8 Inference • FP32 Inference	Intel
ResNet 50	Deep Residual Learning for Image Recognition	• Int8 Inference • FP32 Inference	Intel
ResNet 50v1.5	Deep Residual Learning for Image Recognition	• Int8 Inference • FP32 Inference • FP32 Training	Intel

Model	Paper	Features	Maintainer
R-FCN	R-FCN: Object Detection via Region-based Fully Convolutional Networks	• Int8 Inference • FP32 Inference	Intel
SSD-MobileNet	MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications	• Int8 Inference • FP32 Inference	Intel
SSD-ResNet34	SSD: Single Shot MultiBox Detector	• Int8 Inference • FP32 Inference • FP32 Training	Intel

Model	Paper	Features	Maintainer
Mask R-CNN	Mask R-CNN	• Automatic Mixed Precision • Multi-GPU training support with Horovod • TensorRT	NVIDIA
U-Net Medical Image Segmentation	U-Net: Convolutional Networks for Biomedical Image Segmentation	• Automatic Mixed Precision • Multi-GPU training support with Horovod • TensorRT	NVIDIA

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