Vision encoder

What is Vision encoder?

A component of a multimodal AI model that processes image data into numerical representations for analysis or generation

In other languages

한국어비전 인코더

이미지 데이터를 모델이 처리할 수 있는 수치 형태의 특징 벡터로 변환하는 신경망 구성 요소입니다.

日本語ビジョンエンコーダー

画像データをAIが処理可能な形式（ベクトル等）へと圧縮・変換するための深層学習モデルの構成要素。

Related Terms

• Vision AITechnology that enables software to process, analyze, and interpret visual data from a user interface, often used to automate UI testing
• Vision-Language-ActionA type of AI model designed to process visual and linguistic inputs to generate direct motor control or robotic movements.
• Video World ModelsAI models designed to predict or simulate the progression of visual environments by learning the underlying physical laws and dynamics of a scene.
• Large Vision-Language ModelArtificial intelligence systems capable of processing, interpreting, and generating output from both visual data and textual information
• VLMVision-language model that processes both images or video and natural-language text for multimodal tasks
• Machine VisionTechnology that uses imaging sensors and software to provide automated inspection and analysis for industrial applications
• Sensor ModalitiesThe distinct types of data inputs used by an autonomous system, such as visual images, depth maps, or thermal data.
• ViT-BBase-size Vision Transformer architecture that processes images as patch sequences using transformer layers