tensorflow-models

Largest list of models for Core ML (for iOS 11+)

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Pre-trained Deep Learning models and demos (high quality and extremely fast)

🔥🔥🔥色情图片离线识别，基于TensorFlow实现。识别只需20ms,可断网测试，成功率99%，调用只要一行代码，从雅虎的开源项目open_nsfw移植，该模型文件可用于iOS、java、C++等平台

Android TensorFlow MachineLearning Example (Building TensorFlow for Android)

A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]

Boltzmann Machines in TensorFlow with examples

TensorFlow Lite models, samples, tutorials, tools and learning resources.

Generic and easy-to-use serving service for machine learning models

PyTorch to Keras model convertor

Domain-Adversarial Neural Network in Tensorflow

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

Run TensorFlow models in C++ without installation and without Bazel

Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)

Image classification with NVIDIA TensorRT from TensorFlow models.

How to use TensorLayer

Tensorflow Implementation of Yahoo's Open NSFW Model

Implementation of Transformer Model in Tensorflow

Multiple-Relations-Extraction-Only-Look-Once. Just look at the sentence once and extract the multiple pairs of entities and their corresponding relations. 端到端联合多关系抽取模型，可用于 http://lic2019.ccf.org.cn/kg 信息抽取。

This is a repository for an object detection inference API using the Tensorflow framework.

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)

Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks

🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)

Distributed Keras Engine, Make Keras faster with only one line of code.

Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)

News summarization using sequence to sequence model with attention in TensorFlow.

Automatic Number (License) Plate Recognition using Tensorflow Object Detection API

A tutorial on object detection using TensorFlow

An iOS application of Tensorflow Object Detection with different models: SSD with Mobilenet, SSD with InceptionV2, Faster-RCNN-resnet101