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TensorFlow Research Models

This directory contains code implementations and pre-trained detection models of published research papers.

The research models are maintained by their respective authors.

Modeling Libraries and Models

Directory Name Description Maintainer(s)
object_detection TensorFlow Object Detection API A framework that makes it easy to construct, train and deploy object detection models

A collection of object detection models pre-trained on the COCO dataset, the Kitti dataset, the Open Images dataset, the AVA v2.1 dataset, and the iNaturalist Species Detection Dataset
jch1, tombstone, pkulzc
slim TensorFlow-Slim Image Classification Model Library A lightweight high-level API of TensorFlow for defining, training and evaluating image classification models
• Inception V1/V2/V3/V4
• Inception-ResNet-v2
• ResNet V1/V2
• VGG 16/19
• MobileNet V1/V2/V3
• NASNet-A_Mobile/Large
• PNASNet-5_Large/Mobile
sguada, marksandler2