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WorkflowsBlocks
LMM For Classification
Model

Use LMM For Classification to Build Computer Vision Pipelines and Applications

Workflows allows you to integrate LMM For Classification with models, logic, and applications.
Build a Workflow
•
GitHubDeveloper Documentation
•
Apache-2.0
license

Connect LMM For Classification to other blocks to build a custom workflow

Classify an image into one or more categories using a Large Multimodal Model (LMM). You can specify arbitrary classes to an LMMBlock. The LLMBlock supports two LMMs: - OpenAI's GPT-4 with Vision, and; - CogVLM. You need to provide your OpenAI API key to use the GPT-4 with Vision model. You do not need to provide an API key to use CogVLM.
Start a Workflow
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Filter

Conditionally filter and output data fields based on boolean conditions from a preceding workflow step.
Transformation
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AWS Secrets Retriever

Retrieve and manage secrets from AWS Secrets Manager for use in workflow automation.
Transformation
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GPT-4 with Vision

GPT-4 with Vision is a type of LMM.
Model
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CogVLM

CogVLM is a type of LMM.
Model
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YOLOv8 Classification

YOLOv8 Classification is a type of Roboflow Classification Model.
Model
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YOLOv8 Keypoint Detection

YOLOv8 Keypoint Detection is a type of Roboflow Keypoint Detection Model.
Model
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YOLOv7 Instance Segmentation

YOLOv7 Instance Segmentation is a type of Roboflow Instance Segmentation Model.
Model
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YOLOv8 Instance Segmentation

YOLOv8 Instance Segmentation is a type of Roboflow Instance Segmentation Model.
Model
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YOLOv5 Instance Segmentation

YOLOv5 Instance Segmentation is a type of Roboflow Instance Segmentation Model.
Model
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YOLOv5

YOLOv5 is a type of Roboflow Object Detection Model.
Model
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YOLO-NAS

YOLO-NAS is a type of Roboflow Object Detection Model.
Model
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YOLOv9

YOLOv9 is a type of Roboflow Object Detection Model.
Model
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YOLOv8

YOLOv8 is a type of Roboflow Object Detection Model.
Model
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Relative Static Crop

Use relative coordinates for cropping.
Transformation
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Crop

Create dynamic crops from a detections model.
Transformation
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Absolute Static Crop

Use absolute coordinates for cropping.
Transformation
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LMM

Run a large language model.
Model
Model

LMM For Classification

Run a large language model for classification.
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Webhook Publish

Securely transmit data to specified webhooks using HMAC-SHA512 for payload authentication, ensuring data integrity and confidentiality.
Sink
icon modelTransformation

Filter

Conditionally filter and output data fields based on boolean conditions from a preceding workflow step.
Transformation
icon modelTransformation

Kafka Publish

Publish data to a Kafka topic, with server connection and topic configuration, ensuring data propagation within distributed systems.
Transformation
icon modelModel

GPT-4 with Vision

GPT-4 with Vision is a type of LMM.
Model
icon modelModel

CogVLM

CogVLM is a type of LMM.
Model
icon modelModel

YOLOv8 Classification

YOLOv8 Classification is a type of Roboflow Classification Model.
Model
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YOLOv8 Keypoint Detection

YOLOv8 Keypoint Detection is a type of Roboflow Keypoint Detection Model.
Model
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YOLOv7 Instance Segmentation

YOLOv7 Instance Segmentation is a type of Roboflow Instance Segmentation Model.
Model
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YOLOv8 Instance Segmentation

YOLOv8 Instance Segmentation is a type of Roboflow Instance Segmentation Model.
Model
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YOLOv5 Instance Segmentation

YOLOv5 Instance Segmentation is a type of Roboflow Instance Segmentation Model.
Model
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YOLOv5

YOLOv5 is a type of Roboflow Object Detection Model.
Model
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YOLO-NAS

YOLO-NAS is a type of Roboflow Object Detection Model.
Model
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YOLOv9

YOLOv9 is a type of Roboflow Object Detection Model.
Model
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YOLOv8

YOLOv8 is a type of Roboflow Object Detection Model.
Model
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Detection Offset

Apply a fixed offset on the width and height of detections.
Transformation
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Detection Filter

Filter predictions from detection models based on defined conditions.
Transformation
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Active Learning Data Collector

Collect data and predictions that flow through workflows for use in active learning.
Sink
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Detections Consensus

Combine predictions from multiple detections models to make a decision about object presence.
Fusion

Build a Custom Vision AI Application

Connect pre-trained models, open source models, LLM APIs, advanced logic, and external applications. Deploy as an API endpoint, on-prem, or at the edge.
FilterTransformation

Filter

Conditionally filter and output data fields based on boolean conditions from a preceding workflow step.
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AWS Secrets RetrieverTransformation

AWS Secrets Retriever

Retrieve and manage secrets from AWS Secrets Manager for use in workflow automation.
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GPT-4 with VisionModel

GPT-4 with Vision

GPT-4 with Vision is a type of LMM.
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CogVLMModel

CogVLM

CogVLM is a type of LMM.
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YOLOv8 ClassificationModel

YOLOv8 Classification

YOLOv8 Classification is a type of Roboflow Classification Model.
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YOLOv8 Keypoint DetectionModel

YOLOv8 Keypoint Detection

YOLOv8 Keypoint Detection is a type of Roboflow Keypoint Detection Model.
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Webhook PublishSink

Webhook Publish

Securely transmit data to specified webhooks using HMAC-SHA512 for payload authentication, ensuring data integrity and confidentiality.
This is some text inside of a div block.
FilterTransformation

Filter

Conditionally filter and output data fields based on boolean conditions from a preceding workflow step.
This is some text inside of a div block.
Kafka PublishTransformation

Kafka Publish

Publish data to a Kafka topic, with server connection and topic configuration, ensuring data propagation within distributed systems.
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GPT-4 with VisionModel

GPT-4 with Vision

GPT-4 with Vision is a type of LMM.
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CogVLMModel

CogVLM

CogVLM is a type of LMM.
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YOLOv8 ClassificationModel

YOLOv8 Classification

YOLOv8 Classification is a type of Roboflow Classification Model.
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Get Started

Find Other Blocks in the Model Category

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GPT-4 with Vision

GPT-4 with Vision is a type of LMM.
Model
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CogVLM

CogVLM is a type of LMM.
Model
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YOLOv8 Classification

YOLOv8 Classification is a type of Roboflow Classification Model.
Model
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YOLOv8 Keypoint Detection

YOLOv8 Keypoint Detection is a type of Roboflow Keypoint Detection Model.
Model
icon modelModel

YOLOv7 Instance Segmentation

YOLOv7 Instance Segmentation is a type of Roboflow Instance Segmentation Model.
Model
icon modelModel

YOLOv8 Instance Segmentation

YOLOv8 Instance Segmentation is a type of Roboflow Instance Segmentation Model.
Model
icon modelModel

YOLOv5 Instance Segmentation

YOLOv5 Instance Segmentation is a type of Roboflow Instance Segmentation Model.
Model
icon modelModel

YOLOv5

YOLOv5 is a type of Roboflow Object Detection Model.
Model
icon modelModel

YOLO-NAS

YOLO-NAS is a type of Roboflow Object Detection Model.
Model
icon modelModel

YOLOv9

YOLOv9 is a type of Roboflow Object Detection Model.
Model
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YOLOv8

YOLOv8 is a type of Roboflow Object Detection Model.
Model
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QR Code Detector

Detect the location of QR codes in an image.
Model
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Barcode Detector

Run Optical Character Recognition on a model.
Model
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Roboflow Object Detection Model

Detect objects using an object detection model.
Model
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Roboflow Multi Label Classification Model

Run a multi-label classification model.
Model
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Roboflow Classification Model

Run a classification model.
Model
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Roboflow Keypoint Detection Model

Run inference on a keypoint detection model.
Model
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Roboflow Instance Segmentation Model

Run an instance segmentation model.
Model
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Yolo World Model

Run a zero-shot object detection model.
Model
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OCR Model

Run Optical Character Recognition on a model.
Model
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LMM

Run a large language model.
Model
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Clip Comparison

Compare CLIP image and text embeddings.
Model
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Explore Popular Combinations Using LMM For Classification

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Customize Your Pipeline

Connect models from OpenAI or Meta AI, applications like Slack or Pager Duty, and logic like filtering or cropping.
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