Codenteam Intersect - All-In-One AI - Generate Text, Images, Videos, Websites

Overview

What is GPT-4 Vision?

GPT-4 with vision capabilities, enabling image understanding and multimodal interactions.

Created by:

OpenAI

Release Date:

2023-11-06

Capabilities Overview

TextGeneration 94%

Reasoning 90%

Coding 88%

Multimodal 95%

Safety 92%

Technical Specifications

Architecture

type: Multimodal Transformer

parameters: 1.2 trillion

context: 32,000 tokens

trainingDataUpTo: April 2023

architecture: GPT-4 with integrated vision encoder, featuring cross-modal attention mechanisms, image tokenization layers, and unified text-vision processing pipeline

Performance Metrics

MMLU: 93.7%

HumanEval: 85.2%

VQA v2: 89.4%

TextVQA: 92.1%

ChartQA: 87.6%

OCR Accuracy: 94.3%

Visual Reasoning: 88.9%

Image Captioning: 91.7%

Performance Dashboard

TextGeneration

94%

Reasoning

90%

Coding

88%

Multimodal

95%

Safety

92%

Technical Metrics

Parameters: 1.2T

ContextWindow: 32000

Latency: 300

Accuracy: 91.5

Cost: $0.04/1K tokens

Benchmark Performance

MMLU 93.7%

HumanEval 85.2%

VQA v2 89.4%

TextVQA 92.1%

ChartQA 87.6%

OCR Accuracy 94.3%

Visual Reasoning 88.9%

Image Captioning 91.7%

Features

Image understanding

Analyze and interpret visual content with high accuracy and detail

Chart and graph analysis

Extract insights from data visualizations and complex charts

OCR capabilities

Read and extract text from images and scanned documents

Visual reasoning

Understand spatial relationships and visual logic in images

Multi-format support

Work with various image formats and multimedia content types

Creative visual analysis

Generate creative descriptions and interpretations of artistic and abstract visual content

Pros & Cons

Advantages

Strong image understanding
Versatile multimodal capabilities
Good text-image integration

Disadvantages

Higher latency
More expensive than text-only models
Limited video processing

What can it do?

Photo Analysis

Identify objects, people, and scenes in photographs with detailed descriptions and context

Data Visualization

Extract insights from charts, graphs, and infographics to explain trends and patterns

Design Feedback

Analyze UI/UX designs, artwork, and visual compositions with constructive feedback

GPT-4 Vision