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Projects in Awesome Lists tagged with tensorflow-models

A curated list of projects in awesome lists tagged with tensorflow-models .

https://github.com/devzwy/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

nsfw nsfw-android nsfw-filter photo-identification photo-recognition photo-recognition-sdk photographs-to-discern-yellow picture-recognition picture-recognition-sdk pornography tensorflow tensorflow-android tensorflow-examples tensorflow-gpu tensorflow-lite tensorflow-lite-nsfw tensorflow-models tensorflowlite yellow-chart

Last synced: 19 Jan 2025

https://github.com/serizba/cppflow

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

c cpp inference model neural-networks tensorflow tensorflow-cpp tensorflow-examples tensorflow-models

Last synced: 16 May 2025

https://github.com/tobegit3hub/simple_tensorflow_serving

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

client deep-learning http machine-learning savedmodel serving tensorflow tensorflow-models

Last synced: 14 May 2025

https://github.com/pumpikano/tf-dann

Domain-Adversarial Neural Network in Tensorflow

adversarial-learning domain-adaptation tensorflow-models

Last synced: 04 Apr 2025

https://github.com/jonbruner/generative-adversarial-networks

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

gan generative-adversarial-network tensorflow tensorflow-models tensorflow-tutorials

Last synced: 05 Apr 2025

https://github.com/lilianweng/transformer-tensorflow

Implementation of Transformer Model in Tensorflow

attention-is tensorflow-models transformer transformer-encoder

Last synced: 05 Apr 2025

https://github.com/nvidia-ai-iot/tf_to_trt_image_classification

Image classification with NVIDIA TensorRT from TensorFlow models.

benchmark jetson-tx2 tensorflow tensorflow-models tensorrt

Last synced: 05 Apr 2025

https://github.com/mdietrichstein/tensorflow-open_nsfw

Tensorflow Implementation of Yahoo's Open NSFW Model

caffe deep-learning deep-neural-networks tensorflow tensorflow-models

Last synced: 05 Apr 2025

https://github.com/yuanxiaosc/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。

bert-model entity-extraction information-extraction joint-models relation-extraction tensorflow-models

Last synced: 28 Mar 2025

https://github.com/yuanxiaosc/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。

bert-model entity-extraction information-extraction joint-models relation-extraction tensorflow-models

Last synced: 09 Apr 2025

https://github.com/microsoft/nn-meter

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

deep-learning deep-neural-networks edge-ai edge-computing efficient-model inference latency machine-learning neural-architecture-search onnx-models python pytorch tensorflow-models

Last synced: 12 Apr 2025

https://github.com/spflow/spflow

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

deep-learning graphical-models machine-learning mixture-model spn sum-product-networks tensorflow-models

Last synced: 16 May 2025

https://github.com/SPFlow/SPFlow

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

deep-learning graphical-models machine-learning mixture-model spn sum-product-networks tensorflow-models

Last synced: 27 Nov 2024

https://github.com/pinto0309/tflite2tensorflow

Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.

converter coreml depthai docker edgetpu mediapipe models-conver models-converter onnx openvino tensorflow tensorflow-lite tensorflow-models tensorflowjs tensorrt tf-trt tfjs tflite

Last synced: 20 Jan 2025

https://github.com/dongjunlee/text-cnn-tensorflow

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

classification deep-learning hb-experiment nlp sentiment-analysis tensorflow tensorflow-models text-cnn

Last synced: 17 Mar 2025

https://github.com/jiamings/wgan

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

generative generative-adversarial-network generative-model tensorflow tensorflow-experiments tensorflow-models

Last synced: 08 May 2025

https://github.com/hengluchang/deep-news-summarization

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

deep-learning encoder-decoder gigaword lstm news-summarization recurrent-neural-networks seq2seq tensorflow tensorflow-models

Last synced: 02 May 2025

https://github.com/jiamings/fast-weights

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

accuracy deep-learning fast-weights tensorflow tensorflow-models

Last synced: 10 Apr 2025

https://github.com/pythonlessons/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

classifier cuda cudnn detection detection-api detection-classifier detection-tutorial gpu grabscreen labels object-detection pil python-mss tensorflow tensorflow-cpu tensorflow-gpu tensorflow-models tutorial

Last synced: 09 Feb 2025

https://github.com/patlevin/face-detection-tflite

Face and iris detection for Python based on MediaPipe

face-detection machine-learning tensorflow-lite tensorflow-models

Last synced: 06 Apr 2025

https://github.com/yuanxiaosc/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)。

classification-model multimodal-datasets tensorflow-models video-dataset

Last synced: 02 May 2025

https://github.com/jiehe96/ios_tensorflow_objectdetection_example

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

faster-rcnn ios objectdetection ssd ssd-inceptionv2 ssd-mobilenet tensorflow tensorflow-ios tensorflow-models

Last synced: 13 Jun 2025

https://github.com/jiamings/cramer-gan

Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)

cramer-gan generative generative-adversarial-network generative-model tensorflow tensorflow-experiments tensorflow-models wasserstein-gan

Last synced: 02 May 2025

https://github.com/alex-lechner/traffic-light-classification

A detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.

convolutional-neural-networks deep-learning deep-neural-networks tensorflow tensorflow-models tensorflow-tutorials traffic-light-classification traffic-light-detection traffic-lights

Last synced: 02 May 2025

https://github.com/rajshah4/tensorflow_shiny

A R/Shiny app for interactive RNN tensorflow models

rnn-model rpython shiny tensorflow tensorflow-models

Last synced: 10 Apr 2025

https://github.com/icoxfog417/kemono_puyo

:cat: Take kemono pictures and lines up 3, then tanoshii

kemono-friends object-detection python tensorflow tensorflow-models

Last synced: 02 May 2025

https://github.com/GianlucaPaolocci/Sound-classification-on-Raspberry-Pi-with-Tensorflow

In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Raspberry Pi (2 or superior suggested) to classify audio signal registered with USB microphone

audio-analysis audio-signals dataset librosa machine-learning multilayer-perceptron-network raspberry raspberry-pi sound-classification tensorflow tensorflow-models

Last synced: 07 Apr 2025

https://github.com/gianlucapaolocci/sound-classification-on-raspberry-pi-with-tensorflow

In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Raspberry Pi (2 or superior suggested) to classify audio signal registered with USB microphone

audio-analysis audio-signals dataset librosa machine-learning multilayer-perceptron-network raspberry raspberry-pi sound-classification tensorflow tensorflow-models

Last synced: 02 May 2025

https://github.com/howl-anderson/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。

bilstm-crf bilstm-crf-model idcnn idcnn-crf named-entity-extraction named-entity-recognition part-of-speech part-of-speech-tagger sequence-annotation tensorflow tensorflow-models

Last synced: 02 May 2025

https://github.com/fendouai/Free-Tensorflow

Tensorflow 免费中文视频教程,开源代码,免费书籍.

tensorflow tensorflow-book tensorflow-examples tensorflow-models tensorflow-tutorials

Last synced: 27 Mar 2025

https://github.com/fendouai/free-tensorflow

Tensorflow 免费中文视频教程,开源代码,免费书籍.

tensorflow tensorflow-book tensorflow-examples tensorflow-models tensorflow-tutorials

Last synced: 02 May 2025

https://github.com/ndrplz/differentiable-renderer

Rastering algorithm to approximate the rendering of a 3D model silhouette in a fully differentiable way.

differentiable-rendering eccv-2018 python pytorch rendering rendering-engine tensorflow tensorflow-models

Last synced: 02 May 2025

https://github.com/wangleihitcs/medicalreportgeneration

A Base Tensorflow Project for Medical Report Generation

captioning medical-report-generate tensorflow-models

Last synced: 02 May 2025

https://github.com/stevenobadja/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.

batch-normalization coco detection detection-model linear-algebra math-operation object-detection python python3 relu ssd-mobilenet tensorflow tensorflow-examples tensorflow-experiments tensorflow-models tensorflow-tutorials

Last synced: 09 Feb 2025

https://github.com/qdraw/tensorflow-face-object-detector-tutorial

How to train a Tensorflow face object detection model

tensorflow tensorflow-models tensorflow-tutorials

Last synced: 14 Feb 2025

https://github.com/ibm/tensorflow-kubernetes-art-classification

Train a TensorFlow model on Kubernetes to recognize art culture based on the collection from the Metropolitan Museum of Art

deep-learning ibm-bluemix ibmcode image-classification kubernetes-cluster tensorflow-models

Last synced: 20 Jan 2025

https://github.com/leoli3024/portrait_fcn_and_3d_reconstruction

This project is to convert PortraitFCN+ (by Xiaoyong Shen) from Matlab to Tensorflow, then refine the outputs from it (converted to a trimap) using KNN and ResNet, supervised by Richard Berwick.

3d-reconstruction knn portrait-fcn reproduction resnet tensorflow-models

Last synced: 16 Jun 2025

https://github.com/taolei87/icml17_knn

Deriving Neural Architectures from Sequence and Graph Kernels

graph-kernels neural-architectures tensorflow-models theano-models

Last synced: 18 Jun 2025

https://github.com/siddk/entity-network

Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.

embeddings key-vectors recurrent-entity-networks recurrent-neural-networks tensorflow tensorflow-models

Last synced: 02 May 2025

https://github.com/vkuznet/tfaas

TensorFlow as a Service, a general purpose framework to serve TF models.

deeplearning go inference machine-learning prediction python tensorflow tensorflow-models tf-model tfaas-server

Last synced: 17 Mar 2025

https://github.com/neural-nuts/cam2caption

[DEPRECATED] An Android application which converts camera feed to captions in real time

android-application convolutional-neural-networks image-captioning recurrent-neural-networks tensorflow-android tensorflow-models

Last synced: 20 Jan 2025

https://github.com/perseus784/bvs

An Image classifier to identify whether the given image is Batman or Superman using a CNN with high accuracy. (From getting images from google to saving our trained model for reuse.)

batman bvs cnn-architecture cnn-classifier cnn-model cnn-tensorflow convolutional-neural-networks deeplearning dnn gradient-descent image-classification image-classifier neural-networks python tensorflow tensorflow-models tensorflow-tutorials

Last synced: 02 May 2025

https://github.com/bshao001/TF-Model-Deploy-Tutorial

A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.

freeze-model keras keras-models keras-tensorflow keras-tutorials tensorflow tensorflow-models tensorflow-tutorials

Last synced: 27 Nov 2024

https://github.com/bshao001/tf-model-deploy-tutorial

A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.

freeze-model keras keras-models keras-tensorflow keras-tutorials tensorflow tensorflow-models tensorflow-tutorials

Last synced: 09 Feb 2025

https://github.com/siddk/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.

babi-tasks deepmind embeddings natural-language-processing relation-networks tensorflow tensorflow-models

Last synced: 09 Feb 2025

https://github.com/carrychang/c-cnn-for-chinese-sentiment-analysis

基于字符级卷积神经网络的细粒度的中文情感分析以及具体的应用,将顾客打分和评论情感进行两极映射,使用数据自动标注和基于弱监督预训练的数据增强方式自动扩充和优化数据集,实验证实了在情感分类中,使用本文的字符级卷积神经网络(C-CNN-SA)可以在不依赖分词的情况下,达到的精度和 F 值均高于词级粒度。并将模型上线使用,利用tensoflow+flask restful做出的后端服务化,具体的项目细节和讲解看右面的ppt

backend chinese-sentiment-analysis flask-api-rest nlp-machine-learning tensorflow-models

Last synced: 09 Feb 2025

https://github.com/mingtaoguo/cnn-for-chinese-calligraphy-styles-classification

A convolution neural network with SE block and haar wavelet block for Chinese calligraphy styles classification by TensorFlow.(Paper: A novel CNN structure for fine-grained classification of Chinesecalligraphy styles)

cnn-classification haarwavelet squeeze-and-excitation tensorflow tensorflow-models

Last synced: 09 Feb 2025

https://github.com/madonahs/machine-learning

🌎 I created this repository for educational purposes. It will host a number of projects as part of the process .

java linear-programming linear-regression machine-learning matrices matrix-multiplication neural-network neural-networks python r tensorflow tensorflow-experiments tensorflow-models

Last synced: 02 May 2025

https://github.com/ritchieng/the-incredible-tensorflow

The Incredible TensorFlow 2: a curated list of tutorials, papers, projects, communities and more relating to TensorFlow 2.

tensorflow tensorflow-models tensorflow-tutorials tensorflow2

Last synced: 09 Feb 2025

https://github.com/phanakata/ml_for_kirigami_design

Python package to model and to perform topology optimization for graphene kirigami using deep learning

convolutional-neural-networks deep-learning graphene lammps material-design scikit-learn tensorflow tensorflow-models topology-optimization

Last synced: 09 Feb 2025

https://github.com/ibm/max-text-summarizer

Generate a summarized description of a body of text

deep-neural-networks docker-image machine-learning tensorflow-models

Last synced: 02 May 2025

https://github.com/IBM/MAX-Text-Summarizer

Generate a summarized description of a body of text

deep-neural-networks docker-image machine-learning tensorflow-models

Last synced: 13 May 2025

https://github.com/khaivdo/how-to-train-an-object-detector-using-tensorflow-api-on-ubuntu-16.04-gpu

This repo explains how to train an Object Detector for multiple objects using Tensorflow Object Detection API on Ubuntu 16.04 (GPU)

deep-learning deep-learning-tutorial object-detection tensorflow-gpu tensorflow-models tensorflow-object-detection-api ubuntu1604

Last synced: 09 Feb 2025

https://github.com/zabir-nabil/keras-attn_aug_cnn

Extension of the `Attention Augmented Convolutional Networks` paper for 1-D convolution operation.

attention attention-augmented-cnn-1d attention-augmented-conv attention-cnn keras-models tensorflow-models

Last synced: 09 Feb 2025