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Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Seldon Server ⭐ 1,420

Machine Learning Platform and Recommendation Engine built on Kubernetes

Keras Flask Deploy Webapp ⭐ 1,155

😺 Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.

Deep Learning In Production ⭐ 949

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

an open-source implementation of sequence-to-sequence based speech processing engine

Max Image Resolution Enhancer ⭐ 604

Upscale an image by a factor of 4, while generating photo-realistic details.

Rockpaperscissorslizardspock ⭐ 570

Rock, Paper, Scissors, Lizard, Spock - Sample Application

Mpi Operator ⭐ 373

Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)

Fedscale ⭐ 347

FedScale is a scalable and extensible open-source federated learning (FL) platform.

Dlcampjeju ⭐ 326

Deep Learning Camp Jeju

How To Deploy A Tensorflow Model In Production ⭐ 265

This is the code for the "How to Deploy a Tensorflow Model in Production" by Siraj Raval on YouTube

Volksdep ⭐ 214

volksdep is an open-source toolbox for deploying and accelerating PyTorch, ONNX and TensorFlow models with TensorRT.

Model_deployment ⭐ 149

sample model deployment code

Ai Deployment ⭐ 116

关注AI模型上线、模型部署

Fast Pathology ⭐ 108

⚡ Open-source software for deep learning-based digital pathology

MLOps simplified. From ML Pipeline ⇨ Data Product without the hassle

Rps_tfjs_demo ⭐ 77

Training a Rock Paper Scissors model in the browser via TFJS - Learn along style

Model Server ⭐ 76

gRPC server for hosting ML models trained on any framework in python

TFStage: TensorFlow Project Scaffolding

Bert In Production ⭐ 64

A collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.

Max Human Pose Estimator ⭐ 60

Detect humans in an image and estimate the pose for each person

Tensorflow_web_deploy ⭐ 53

Deploy tensorflow inception-v3 model as web service running on gunicorn/flask instead of grpc.

Max Text Sentiment Classifier ⭐ 52

Detect the sentiment captured in short pieces of text

Deploy To Kubernetes ⭐ 49

Deploy a distributed AI stack to a multi-host or single-host Kubernetes cluster on CentOS 7 and also works on AWS - and comes with: cert-manager + redis-cluster + rook-ceph for persistent storage + minio s3 object store + splunk + optional external dns server + affinity examples - validated with K8 version 1.13.4 🔨 🔧 ☁️

🎱 A demonstration of existing machine learning toolkits on Kubernetes

Ml Deployment Demo ⭐ 44

ML Deployment, Two Ways

Deepscenetextreader ⭐ 43

This is a c++ project deploying a deep scene text reading pipeline with tensorflow. It reads text from natural scene images. It uses frozen tensorflow graphs. The detector detect scene text locations. The recognizer reads word from each detected bounding box.

Amazon Sagemaker Tensorflow Object Detection Api ⭐ 38

Train and deploy models using TensorFlow 2 with the Object Detection API on Amazon SageMaker

Enjoytheshow ⭐ 35

Real-time facial expression gathering

Tftransform Demo ⭐ 33

tf.Transform example for building digital twin with Apache Beam and Tensorflow

Bert Classification Tf Serving ⭐ 33

Use BERT to train a classification model and deploy the model by tensorflow serving

TensorFlow Distributed Image Serving - A lightweight, RESTful remote inference library for decoupling deep learning development and deployment. Example usage cases with CycleGAN and Faster R-CNN. Includes tutorial ipynbs.

Max Image Segmenter ⭐ 31

Identify objects in an image, additionally assigning each pixel of the image to a particular object

Tensorflowliteinceptiontutorial ⭐ 29

Tutorial on how to deploy the Inception Model to Android using TensorFlow Lite (both the float version and the quantized version).

Emnist_dl2prod ⭐ 28

JuPyter Notebooks and Python Package for Deep Learning Model Exploration, Translation and Deployment

Rgb Color Classifier With Deep Learning Using Keras And Tensorflow ⭐ 27

RGB Color Classifier is a Web App that can Predict upto 11 Distinct Color Classes based on RGB input by the User from GUI sliders

Max Question Answering ⭐ 26

Answer questions on a given corpus of text.

Max Audio Embedding Generator ⭐ 25

Generate embedding vectors from audio files

Tfdeploy ⭐ 23

tfdeploy: Deploy Tensorflow Models from R

Autodeploy ⭐ 23

AutoDeploy is a single configuration deployment library

Max Sports Video Classifier ⭐ 22

Categorize sports videos according to which sport the video depicts.

Max Image Colorizer ⭐ 20

Adds color to black and white images.

Model Training And Deployment ⭐ 20

Training and deployment of deep learning models for satellite & aerial imagery

Digit Identify ⭐ 18

Digit classification with Convolutional Neural Networks using Keras

Mlflow Redisai ⭐ 18

RedisAI integration for MLFlow

Aws Lambda Tensorflow ⭐ 17

Gulp plugin to deploy tensorflow in aws lambda

Model Deployment ⭐ 17

Examples showcasing model deployment

Tf Keras Gcloud Deployment ⭐ 15

Training and deploying a TensorFlow tf.keras model using Google Cloud ML

Catacomb ⭐ 14

The simplest machine learning library for launching UIs, running evaluations, and comparing model performance.

Deploying Deep Learning Models ⭐ 13

Strategies to deploy deep learning models

Keras2sql ⭐ 12

Deep Learning (Keras) Models Deployment using SQL databases

Serverless Machine Learning ⭐ 12

Examples of deploying scikit, spaCy and Keras (TensorFlow) machine learning models to AWS Lambda with Serverless framework and Python 3.

Tensorphotoxray ⭐ 10

Tensorflow Deploy ⭐ 10

TensorFlow Deploy

Max Audio Sample Generator ⭐ 9

Generate short audio clips of speech commands and lo-fi instrumental samples

Tensorflow Spark Docker ⭐ 9

contains Tensorflow + HADOOP + SPARK, to make it easy to running TensorFlow on Spark via Docker.

Image_recognition_service_api ⭐ 8

Easy way to deploy multiple models with deep learning frameworks for your products.

Visually recognize the books on your shelf!

Irrigreat ⭐ 8

Precision Agriculture based ML and DL project (local host deployment) which have features of crop recommendation, fertilizer recommendation and pesticide recommendation.

Credit_card_fraud_detection ⭐ 7

Tensorflow World Adv Introduction Tf Serving ⭐ 7

This repository contains all code examples for my TensorFlow World talk about "Advanced model deployments with TensorFlow Serving"

Face_recognition_api ⭐ 6

Provide FastAPI for Face Recognition task

Flower_classification_vai_tf_dataset ⭐ 6

The project show how to quick train a model and deploy it on Xilinx FPGA using TensorFlow and Vitis AI. It uses tf.data.Dataset API to handle input data, so that the input function need to be rewritten. And there is a backup for DNNDK 3.1 tag

Tensorflow Serving_4_kashgari ⭐ 5

Using tensorflow/serving to deploy kashgari model for time training and predicting.

Automatic License Plate Detection Recognition Api ⭐ 5

Automatic Vehicle Number Plate Detection and Recognition API

Tensorflow Deployment ⭐ 5

Deployment Overview using TensorFlow Serving

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1-34 of 34 search results

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