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Top 83 tensorflow-models open source projects

Open model zoo
Pre-trained Deep Learning models and demos (high quality and extremely fast)
Text Cnn Tensorflow
Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow
Wgan
Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)
Spflow
Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks
Fast Weights
Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)
Deep News Summarization
News summarization using sequence to sequence model with attention in TensorFlow.
Tensorflow Anpr
Automatic Number (License) Plate Recognition using Tensorflow Object Detection API
Ios tensorflow objectdetection example
An iOS application of Tensorflow Object Detection with different models: SSD with Mobilenet, SSD with InceptionV2, Faster-RCNN-resnet101
Cramer Gan
Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)
Tensorflow shiny
A R/Shiny app for interactive RNN tensorflow models
Tensorflow Object Detection Tutorial
The purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch
Open nsfw android
🔥🔥🔥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
Onnx2keras
Convert ONNX model graph to Keras model format.
Agender
Real-time estimation of gender and age
Kemono puyo
🐱 Take kemono pictures and lines up 3, then tanoshii
Free Tensorflow
Tensorflow 免费中文视频教程,开源代码,免费书籍.
Seq2annotation
基于 TensorFlow & PaddlePaddle 的通用序列标注算法库(目前包含 BiLSTM+CRF, Stacked-BiLSTM+CRF 和 IDCNN+CRF,更多算法正在持续添加中)实现中文分词(Tokenizer / segmentation)、词性标注(Part Of Speech, POS)和命名实体识别(Named Entity Recognition, NER)等序列标注任务。
Multimodal Short Video Dataset And Baseline Classification Model
500,000 multimodal short video data and baseline models. 50万条多模态短视频数据集和基线模型(TensorFlow2.0)。
Tensorflow Kubernetes Art Classification
Train a TensorFlow model on Kubernetes to recognize art culture based on the collection from the Metropolitan Museum of Art
Math object detection
An image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.
Simple tensorflow serving
Generic and easy-to-use serving service for machine learning models
Pinto model zoo
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]
Tf Dann
Domain-Adversarial Neural Network in Tensorflow
Generative Adversarial Networks
Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
Tf to trt image classification
Image classification with NVIDIA TensorRT from TensorFlow models.
Cppflow
Run TensorFlow models in C++ without installation and without Bazel
Transformer Tensorflow
Implementation of Transformer Model in Tensorflow
Multiple Relations Extraction Only Look Once
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。
sdp
Deep nonparametric estimation of discrete conditional distributions via smoothed dyadic partitioning
FineGrainedVisualRecognition
Fine grained visual recognition tensorflow baseline on CUB, Stanford Cars, Dogs, Aircrafts, and Flower102.
relation-network
Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.
bodymoji
Draws an emoji on your face! Powered by Nuxt.js, Tensorflow.js and Posenet
tensorflow-basics
A few TensorFlow techniques I'm saving for future reference.
char-VAE
Inspired by the neural style algorithm in the computer vision field, we propose a high-level language model with the aim of adapting the linguistic style.
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