


Microsoft opens up AI computer vision model Florence in public preview
News on March 8, Microsoft launched Project Florence in 2021. This AI computer vision model combines Web image-text data with a common visual language representation and can easily adapt to classification, retrieval, target detection, and visual question answering (VQA). ), image description, video retrieval, and action recognition for various computer vision tasks.
Microsoft today announced that AI computer vision models are available to developers as a public preview. The model has been trained on billions of text images and integrated with the Azure Visual Cognitive Service to provide reliable, cost-effective and market-ready vision applications for various industries while being cost-conscious.
With Florence, Microsoft customers can more easily digitize data while gaining valuable insights from image and video content. This helps provide users with accessible content, optimizes SEO for higher acquisitions, protects users from any potentially harmful content, enhances security, and allows for faster incident response times.
Florence provides user-friendly content discovery with automatic captioning, smart cropping, categorization, background distraction removal, and image search. What’s more, users can track movement, assess their surroundings and get instant notifications through ethical AI implementation.
IT Home attaches the original text from Microsoft:Announcing a renaissance in computer vision AI with Microsoft's Florence foundation model
The above is the detailed content of Microsoft opens up AI computer vision model Florence in public preview. For more information, please follow other related articles on the PHP Chinese website!

Hot AI Tools

Undresser.AI Undress
AI-powered app for creating realistic nude photos

AI Clothes Remover
Online AI tool for removing clothes from photos.

Undress AI Tool
Undress images for free

Clothoff.io
AI clothes remover

AI Hentai Generator
Generate AI Hentai for free.

Hot Article

Hot Tools

Notepad++7.3.1
Easy-to-use and free code editor

SublimeText3 Chinese version
Chinese version, very easy to use

Zend Studio 13.0.1
Powerful PHP integrated development environment

Dreamweaver CS6
Visual web development tools

SublimeText3 Mac version
God-level code editing software (SublimeText3)

Hot Topics



Creating an Oracle database is not easy, you need to understand the underlying mechanism. 1. You need to understand the concepts of database and Oracle DBMS; 2. Master the core concepts such as SID, CDB (container database), PDB (pluggable database); 3. Use SQL*Plus to create CDB, and then create PDB, you need to specify parameters such as size, number of data files, and paths; 4. Advanced applications need to adjust the character set, memory and other parameters, and perform performance tuning; 5. Pay attention to disk space, permissions and parameter settings, and continuously monitor and optimize database performance. Only by mastering it skillfully requires continuous practice can you truly understand the creation and management of Oracle databases.

To create an Oracle database, the common method is to use the dbca graphical tool. The steps are as follows: 1. Use the dbca tool to set the dbName to specify the database name; 2. Set sysPassword and systemPassword to strong passwords; 3. Set characterSet and nationalCharacterSet to AL32UTF8; 4. Set memorySize and tablespaceSize to adjust according to actual needs; 5. Specify the logFile path. Advanced methods are created manually using SQL commands, but are more complex and prone to errors. Pay attention to password strength, character set selection, tablespace size and memory

The core of Oracle SQL statements is SELECT, INSERT, UPDATE and DELETE, as well as the flexible application of various clauses. It is crucial to understand the execution mechanism behind the statement, such as index optimization. Advanced usages include subqueries, connection queries, analysis functions, and PL/SQL. Common errors include syntax errors, performance issues, and data consistency issues. Performance optimization best practices involve using appropriate indexes, avoiding SELECT *, optimizing WHERE clauses, and using bound variables. Mastering Oracle SQL requires practice, including code writing, debugging, thinking and understanding the underlying mechanisms.

Field operation guide in MySQL: Add, modify, and delete fields. Add field: ALTER TABLE table_name ADD column_name data_type [NOT NULL] [DEFAULT default_value] [PRIMARY KEY] [AUTO_INCREMENT] Modify field: ALTER TABLE table_name MODIFY column_name data_type [NOT NULL] [DEFAULT default_value] [PRIMARY KEY]

The integrity constraints of Oracle databases can ensure data accuracy, including: NOT NULL: null values are prohibited; UNIQUE: guarantee uniqueness, allowing a single NULL value; PRIMARY KEY: primary key constraint, strengthen UNIQUE, and prohibit NULL values; FOREIGN KEY: maintain relationships between tables, foreign keys refer to primary table primary keys; CHECK: limit column values according to conditions.

Nested queries are a way to include another query in one query. They are mainly used to retrieve data that meets complex conditions, associate multiple tables, and calculate summary values or statistical information. Examples include finding employees above average wages, finding orders for a specific category, and calculating the total order volume for each product. When writing nested queries, you need to follow: write subqueries, write their results to outer queries (referenced with alias or AS clauses), and optimize query performance (using indexes).

This article describes how to customize Apache's log format on Debian systems. The following steps will guide you through the configuration process: Step 1: Access the Apache configuration file The main Apache configuration file of the Debian system is usually located in /etc/apache2/apache2.conf or /etc/apache2/httpd.conf. Open the configuration file with root permissions using the following command: sudonano/etc/apache2/apache2.conf or sudonano/etc/apache2/httpd.conf Step 2: Define custom log formats to find or

Oracle is the world's largest database management system (DBMS) software company. Its main products include the following functions: relational database management system (Oracle database) development tools (Oracle APEX, Oracle Visual Builder) middleware (Oracle WebLogic Server, Oracle SOA Suite) cloud service (Oracle Cloud Infrastructure) analysis and business intelligence (Oracle Analytics Cloud, Oracle Essbase) blockchain (Oracle Blockchain Pla
