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Tensorflow

TensorFlow is an open source library that was created by Google. It is used to design, build, and train deep learning models.

https://github.com/shreyas-bk/u2netdemo

Demonstration using Google Colab to show how U-2-NET can be used for Background Removal, Changing Backgrounds, Bounding Box Creation, Salient Feature Highlighting and Salient Object Cropping.

background-removal bounding-boxes deep-learning image-cropping machine-learning python pytorch saliency-map tensorflow u2net

Last synced: 30 Jul 2024

https://github.com/the-black-knight-01/Tabulo

Table Detection and Extraction Using Deep Learning ( It is built in Python, using Luminoth, TensorFlow<2.0 and Sonnet.)

deep-learning detection faster-r-cnn luminoth ocr pdf-table-extraction python sonnet ssd table-data-extraction table-detection table-detection-using-deep-learning table-recognition tabulo tensorflow tesseract

Last synced: 03 Aug 2024

https://github.com/TensorLab/tensorfx

TensorFlow framework for training and serving machine learning models

machine-learning ml python tensorflow tensorfx

Last synced: 02 Aug 2024

https://github.com/gregwchase/eyenet

Identifying diabetic retinopathy using convolutional neural networks

deep-learning keras machine-learning neural-network retinopathy tensorflow

Last synced: 05 Aug 2024

https://github.com/geometalab/OSMDeepOD

OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").

bing convolutional-neural-networks deep-learning image-detection image-segmentation machine-learning openstreetmap osm python tensorflow

Last synced: 01 Aug 2024

https://github.com/hsokooti/RegNet

Nonrigid image registration using multi-scale 3D convolutional neural networks

convolutional-neural-networks image-registration machine-learning medical-image-processing tensorflow

Last synced: 03 Aug 2024

https://github.com/liyibo/text-classification-demos

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

bert cnn fasttext tensorflow text-classification

Last synced: 01 Aug 2024

https://github.com/googlecreativelab/beat-blender

Blend beats using machine learning to create music in a fun new way.

deeplearnjs javascript machine-learning music tensorflow vae

Last synced: 01 Aug 2024

https://github.com/imalikshake/StyleNet

A cute multi-layer LSTM that can perform like a human 🎶

genre lstm music neural-network rnn tensorflow

Last synced: 07 Aug 2024

https://github.com/oist/usiigaci

Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning

cell-biology cell-segmentation keras machine-learning mask-rcnn matplotlib python3 resnet-101 tensorflow tracking trackpy visualization

Last synced: 03 Aug 2024

https://github.com/lucfra/FAR-HO

Gradient based hyperparameter optimization & meta-learning package for TensorFlow

gradient-descent hyperparameter-optimization optimization tensorflow

Last synced: 03 Aug 2024

https://github.com/cloud-annotations/object-tracking-js

Track an object as it moves in a video with no training

mosse tensorflow tracking

Last synced: 02 Aug 2024

https://github.com/xingyul/sparse-winograd-cnn

Efficient Sparse-Winograd Convolutional Neural Networks (ICLR 2018)

convolution convolutional-neural-networks network-pruning tensorflow winograd

Last synced: 04 Aug 2024

https://github.com/suinleelab/path_explain

A repository for explaining feature attributions and feature interactions in deep neural networks.

explainable-ai interpretable-deep-learning machine-learning pytorch tensorflow

Last synced: 02 Aug 2024

https://github.com/yzwxx/vae-celebA

Variational auto-encoder trained on celebA . All rights reserved.

celeba-dataset tensorflow tensorlayer variational-autoencoder vggl16

Last synced: 01 Aug 2024

https://github.com/google/etils

Collection of eclectic utils for python.

jax numpy python tensorflow utils

Last synced: 31 Jul 2024

https://github.com/chxj1992/captcha_cracker

卷积神经网络实现的验证码识别

cnn-keras neural-network tensorflow

Last synced: 31 Jul 2024

https://github.com/BMW-InnovationLab/BMW-Anonymization-API?referral=top-free-anonymization-tools-apis-and-open-source-models

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 12 Aug 2024

https://github.com/thibo73800/capsnet-traffic-sign-classifier

A Tensorflow implementation of CapsNet(Capsules Net) apply on german traffic sign dataset

capsnet capsule-network capsules-net convolutional-neural-networks deep-learning neural-network tensorflow

Last synced: 31 Jul 2024

https://github.com/sayakpaul/ml-deployment-k8s-fastapi

This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.

docker fastapi google-cloud-platform kubernetes onnx rest tensorflow

Last synced: 03 Aug 2024

https://github.com/BMW-InnovationLab/BMW-Anonymization-API

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

anonymization-api anonymization-technique bmw computer-vision data-anonymization deep-learning docker image-transformation inference no-code object-detection openvino privacy-enhancing-technologies privacy-protection pytorch semantic-segmentation tensorflow tensorflow-training video video-anonymization

Last synced: 01 Aug 2024

https://github.com/jsikyoon/adv_attack_capsnet

Tensorflow Implementation of Adversarial Attack to Capsule Networks

adversarial-example capsule-network fgsm tensorflow

Last synced: 31 Jul 2024

https://github.com/saikatbsk/ImageCompletion-DCGAN

Image completion using deep convolutional generative adversarial nets in tensorflow

dcgan image-completion image-inpainting tensorflow

Last synced: 07 Aug 2024

https://github.com/GantMan/learn-tfjs

The code for the book Learning TensorFlow.js by Gant Laborde - Published by O'Reilly Media

hacktoberfest machine-learning tensorflow tensorflow-tutorials tensorflowjs tensorflowjs-tutorial

Last synced: 31 Jul 2024

https://github.com/ghwatson/faststyle

Tensorflow implementation of fast neural style transfer.

deep-learning neural-network neural-style style-transfer tensorflow

Last synced: 07 Aug 2024

https://github.com/1044197988/TF.Keras-Commonly-used-models

基于Tensorflow的常用模型，包括分类分割、新型激活、卷积模块，可在Tensorflow2.X下运行。

dice-loss image-classification image-segmentation jaccard-loss keras segmentation-loss tensorflow tensorflow2 unet

Last synced: 02 Aug 2024

https://github.com/orendv/learning_to_sample

A learned sampling approach for point clouds (CVPR 2019)

cvpr2019 deep-learning geometry-processing neural-network point-cloud sampling tensorflow

Last synced: 31 Jul 2024

https://github.com/goruck/smart-zoneminder

Fast object detection, face recognition and S3 upload of ZoneMinder alarms.

alexa dlib edge-tpu rekognition s3 tensorflow zoneminder

Last synced: 01 Aug 2024

https://github.com/Moving-AI/virtual-walk

Virtual walks in Google Street View using PoseNet and applying Deep Learning models to recognize actions.

google-maps google-street lstm-model posenet tensorflow virtual-reality webcam

Last synced: 03 Aug 2024

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: 07 Aug 2024

https://github.com/Armour/Automatic-Image-Colorization

🎨 Automatic Image Colorization using TensorFlow based on Residual Encoder Network

auto-colorization colorization gpu image-colorization jarvis python3 residual-encoder-network tensorflow

Last synced: 03 Aug 2024

https://github.com/MousaviSajad/ECG-Heartbeat-Classification-seq2seq-model

Inter- and intra- patient ECG heartbeat classification for arrhythmia detection: a sequence to sequence deep learning approach

biosignals cnn deep-learning ecg ecg-heartbeat-classification sequence-to-sequence tensorflow

Last synced: 01 Aug 2024

https://github.com/Syn-McJ/TFClassify-Unity

An example of using Tensorflow with Unity for image classification and object detection.

csharp deep-learning image-classification object-detection object-recognition tensorflow tensorflowsharp unity unity3d

Last synced: 02 Aug 2024

https://github.com/OverLordGoldDragon/keras-adamw

Keras/TF implementation of AdamW, SGDW, NadamW, Warm Restarts, and Learning Rate multipliers

adamw adamwr keras learning-rate-multipliers nadam optimizers sgd tensorflow warm-restarts

Last synced: 02 Aug 2024

https://github.com/zfit/zfit

Model manipulation and fitting library based on TensorFlow and optimised for simple and direct manipulation of probability density functions. Its main focus is on scalability, parallelisation and user friendly experience.

high-energy-physics likelihood model-fitting scikit-hep tensorflow

Last synced: 04 Aug 2024

https://github.com/awjuliani/Pix2Pix-Film

An implementation of Pix2Pix in Tensorflow for use with frames from films

gan pix2pix tensorflow

Last synced: 07 Aug 2024

https://github.com/j3soon/tbparse

Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow

machine-learning parser plot python pytorch reader tensorboard tensorboardx tensorflow

Last synced: 03 Aug 2024

https://github.com/yanwii/ChineseNER

基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型

bert-bilstm-crf bert-chinese bi-gru-crf named-entity-recognition tensorflow

Last synced: 01 Aug 2024

https://github.com/CleanPegasus/TensorDash

TensorDash is an application that lets you remotely monitor your deep learning model's metrics and notifies you when your model training is completed or crashed.

android deep-learning fastai java keras machine-learning pypi python python-package pytorch remote-monitoring tensorflow

Last synced: 03 Aug 2024

https://github.com/hadim/docker-tensorflow-builder

Docker images to compile TensorFlow yourself.

docker docker-image tensorflow

Last synced: 01 Aug 2024

https://github.com/Spenhouet/tensorboard-aggregator

Aggregate multiple tensorboard runs to new summary or csv files

aggregator csv-export summarizer tensorboard tensorflow

Last synced: 05 Aug 2024

https://github.com/gizatechxyz/orion

ONNX Runtime in Cairo 1.0 for verifiable ML inference using STARK

cairo-lang deep-learning machine-learning onnx starknet tensorflow

Last synced: 30 Jul 2024

https://github.com/norkator/open-intelligence

Creepy stalking tool to process security camera motion triggered images and sort seen objects in different categories, detect license plates and faces. Has PWA ready web front end. Meant to make property monitoring faster without need to watch video recordings.

alpr clustering face-detection face-recognition intelligence-cctv intelligence-gathering load-balancing neural-nets neural-networks object-detection plate-detection plate-recognition security-camera security-cameras super-resolution surveillance surveillance-systems tensorflow yolov3 yolov4

Last synced: 01 Aug 2024

https://github.com/floydhub/floyd-cli

Command line tool for FloydHub - the fastest way to build, train, and deploy deep learning models

ai artificial-intelligence deep-learning floyd floyd-cli floydhub gpu machine-learning python pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/floydhub/dockerfiles

Deep Learning Dockerfiles

deep-learning docker pytorch tensorflow torch

Last synced: 01 Aug 2024

https://github.com/sugyan/tf-dcgan

DCGAN implementation by TensorFlow

dcgan tensorflow

Last synced: 03 Aug 2024

https://github.com/l11x0m7/Question_Answering_Models

This repo collects and re-produces models related to domains of question answering and machine reading comprehension

machine-reading-comprehension mrc python qa question-answering tensorflow

Last synced: 01 Aug 2024

https://github.com/wookayin/TensorFlowKR-2017-talk-bestpractice

💬 Slides and Tutorial Codes for the talk 'Toward Best Practices of TensorFlow Code Patterns' (2017)

best-practices slides tensorflow

Last synced: 02 Aug 2024

https://jinglescode.github.io/time-series-forecasting-tensorflowjs/

Pull stock prices from online API and perform predictions using Long Short Term Memory (LSTM) with TensorFlow.js framework

deep-learning javascript lstm machine-learning neural-network rnn tensorflow tensorflowjs time-series-forecasting

Last synced: 30 Jul 2024

https://github.com/jinglescode/time-series-forecasting-tensorflowjs

Pull stock prices from online API and perform predictions using Long Short Term Memory (LSTM) with TensorFlow.js framework

deep-learning javascript lstm machine-learning neural-network rnn tensorflow tensorflowjs time-series-forecasting

Last synced: 30 Jul 2024

https://github.com/annamalai-nr/graph2vec_tf

This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".

deep-learning deep-neural-networks graph graph-kernels kdd skipgram tensorflow

Last synced: 31 Jul 2024

https://github.com/liu-nlper/DocumentClassification

This code implements a simple CNN model for document classification with tensorflow.

cnn tensorflow

Last synced: 07 Aug 2024

https://github.com/SaltieRL/Saltie

🚗 Rocket League Distributed Deep Reinforcement Learning Bot

distributed-systems reinforcement-learning rocket-league tensorflow

Last synced: 01 Aug 2024

https://github.com/neuronets/nobrainer

A framework for developing neural network models for 3D image processing.

machine-learning medical-imaging neuroimaging semantic-segmentation tensorflow

Last synced: 02 Aug 2024

https://github.com/gooofy/zamia-ai

Free and open source A.I. system based on Python, TensorFlow and Prolog.

artificial-intelligence knowledgebase natural-language-processing prolog python semantic-web tensorflow

Last synced: 31 Jul 2024

https://github.com/titu1994/keras-coordconv

Keras implementation of CoordConv for all Convolution layers

coordconv keras tensorflow

Last synced: 07 Aug 2024

https://github.com/ViCCo-Group/THINGSvision

Python package for extracting representations from state-of-the-art computer vision models

alignment cognitive-science computer-vision deep-learning neural-networks pytorch representations tensorflow

Last synced: 03 Aug 2024

https://github.com/alibaba/Curvature-Learning-Framework

Curvlearn, a Tensorflow based non-Euclidean deep learning framework.

geometric-deep-learning hyperbolic non-euclidean-deep-learning tensorflow

Last synced: 03 Aug 2024

https://github.com/akosiorek/hart

Hierarchical Attentive Recurrent Tracking

attention-mechanism kitti-dataset neural-nets object-tracking rnn tensorflow

Last synced: 31 Jul 2024

https://github.com/tucan9389/PoseEstimation-TFLiteSwift

The baseline project for inferencing various Pose Estimation tflite models with TFLiteSwift on iOS

3d-pose-estimation cpm hourglass ios mobilenetv2 on-device openpose pose-matching posenet simplepose tensorflow tensorflow-lite tflite

Last synced: 02 Aug 2024

https://github.com/vertexclique/orkhon

Orkhon: ML Inference Framework and Server Runtime

async data-parallelism inference-server machine-learning multiprocessing python3 tensorflow

Last synced: 09 Aug 2024

https://github.com/hwchong/MNIST_DRAW

This is a sample project demonstrating the use of Keras (Tensorflow) for the training of a MNIST model for handwriting recognition using CoreML on iOS 11 for inference.

coreml ios ios11 keras mnist objective-c tensorflow

Last synced: 07 Aug 2024

https://github.com/charliegerard/washOS

Automatic detection of water running to trigger a countdown in the browser

creative-coding javascript machine-learning tensorflow tensorflowjs tfjs

Last synced: 01 Aug 2024

https://github.com/eto-ai/rikai

Parquet-based ML data format optimized for working with unstructured data

deep-learning machine-learning pytorch spark tensorflow

Last synced: 02 Aug 2024

https://github.com/yeephycho/nasnet-tensorflow

A nasnet in tensorflow

nasnet tensorflow

Last synced: 31 Jul 2024

https://github.com/eisenjulian/nlp_estimator_tutorial

Educational material on using the TensorFlow Estimator framework for text classification

estimator nlp tensorflow text-classification

Last synced: 03 Sep 2024

Tensorflow Awesome Lists
awesome-quantum-machine-learning 267 awesome-deep-learning-resources 141 Awesome-TensorFlow-Chinese 107 CV-pretrained-model 103 awesome-colab-notebooks 502 awesome-ml-demos-with-ios 93 awesome-tensorflow-lite 110 awesome-robotics 72 awesome-AutoML-and-Lightweight-Models 150 Awesome-GANs 94 awesome-tensorflow-2 156 Awesome-Denoise 164 ai4artists 286 graph-networks 246 awesome-tensorlayer 51 awesome-tensorflow-js 55 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 171 bert-in-production 45 Awesome-Tensorflow2 105 awesome-dotnet-machine-learning 134 awesome-Multi-Document-Summarization 56 awesome-imgcook 37 awesome-keras 46 TensorFlow-Guide 819
Tensorflow Categories
Blog posts <a name="blogs" />📃 338 Research Papers 203 Research 197 Tutorials 192 Uncategorized 186 文本数据和NLP 182 Models with samples 147 Descriptive Resources 136 数据可视化 130 机器学习框架 123 1.) Neural Architecture Search 113 图像数据与CV 105 Learning 102 Papers & Codes 101 模型的可解释性 100 Posts and Articles 96 超参数优化和AutoML 92 Papers 84 工作流程和实验跟踪 80 Sample Codes / Projects <a name="sample" /> ⛏️📐📁 78