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Average Ratings 0 Ratings

Total
ease
features
design
support

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Description

Bring your delivery business online with the On-Demand Delivery App, CereKart. Serve a broad audience and save on labor costs. CereKart redefines the customer experience with its user-friendly interface and features. Get fully customized white label on-demand delivery apps for your business. Online ordering system with next-gen technology; trusted by thousands across the globe.

Description

Flower is a federated learning framework that is open-source and aims to make the creation and implementation of machine learning models across distributed data sources more straightforward. By enabling the training of models on data stored on individual devices or servers without the need to transfer that data, it significantly boosts privacy and minimizes bandwidth consumption. The framework is compatible with an array of popular machine learning libraries such as PyTorch, TensorFlow, Hugging Face Transformers, scikit-learn, and XGBoost, and it works seamlessly with various cloud platforms including AWS, GCP, and Azure. Flower offers a high degree of flexibility with its customizable strategies and accommodates both horizontal and vertical federated learning configurations. Its architecture is designed for scalability, capable of managing experiments that involve tens of millions of clients effectively. Additionally, Flower incorporates features geared towards privacy preservation, such as differential privacy and secure aggregation, ensuring that sensitive data remains protected throughout the learning process. This comprehensive approach makes Flower a robust choice for organizations looking to leverage federated learning in their machine learning initiatives.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Amazon Web Services (AWS)
Android
Apple iOS
Docker
Google Cloud Platform
Hugging Face
JAX
Keras
MXNet
Microsoft Azure
Modern Leadership (MLX)
NVIDIA Jetson
NumPy
PyTorch
Python
Raspberry Pi OS
TensorFlow
pandas
scikit-learn

Integrations

Amazon Web Services (AWS)
Android
Apple iOS
Docker
Google Cloud Platform
Hugging Face
JAX
Keras
MXNet
Microsoft Azure
Modern Leadership (MLX)
NVIDIA Jetson
NumPy
PyTorch
Python
Raspberry Pi OS
TensorFlow
pandas
scikit-learn

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

Free
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Cerebrum Infotech

Founded

2004

Country

United States 5858 Horton Street, Suite 101, Emeryville, CA 94608

Website

www.cerebruminfotech.com/online-ordering-system

Vendor Details

Company Name

Flower

Founded

2023

Country

Germany

Website

flower.ai/

Product Features

Delivery Management

Customer Portal
Dispatch Management
Driver ETA
Driver Management
For Courier Services
For Freight
For Restaurants
Order Tracking
Routing
Scheduling
Signature Capture
Surveys & Feedback

Food Delivery

Delivery Tracking
Dispatch Management
For Restaurants
Gift Card Management
Menu Management
Online Ordering
Order Management
Routing
Sales Trend Analysis
Supports Loyalty Program

Product Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

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