Use Detection Filter to Build Computer Vision Pipelines and Applications

Workflows allows you to integrate Detection Filter with models, logic, and applications.

Build a Workflow

Connect Detection Filter to other blocks to build a custom workflow

Filter detections from a detections-based block based on specified conditions. This block is useful to filter out detections that may not be useful for your project. You can filter on the basis of: - Coordinates of a detection - Confidence of a detection You can use the following comparison statements in a DetectionFilterBlock: - `equal` (field value equal to `reference_value`) - `not_equal` - `lower_than` - `greater_than` - `lower_or_equal_than` - `greater_or_equal_than` - `in` - `str_starts_with` - `str_ends_with` - `str_contains`

Start a Workflow

Filter

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

AWS Secrets Retriever

Retrieve and manage secrets from AWS Secrets Manager for use in workflow automation.

Byte Tracker

Track and update object positions across video frames using ByteTrack.

GPT-4 with Vision

GPT-4 with Vision is a type of LMM.

CogVLM

CogVLM is a type of LMM.

YOLOv8 Classification

YOLOv8 Classification is a type of Roboflow Classification Model.

YOLOv8 Keypoint Detection

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

YOLOv7 Instance Segmentation

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

YOLOv8 Instance Segmentation

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

YOLOv5 Instance Segmentation

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

YOLOv5

YOLOv5 is a type of Roboflow Object Detection Model.

YOLO-NAS

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

YOLOv9

YOLOv9 is a type of Roboflow Object Detection Model.

YOLOv8

YOLOv8 is a type of Roboflow Object Detection Model.

Detection Offset

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

QR Code Detector

Detect the location of QR codes in an image.

Barcode Detector

Run Optical Character Recognition on a model.

Roboflow Object Detection Model

Detect objects using an object detection model.

Roboflow Multi Label Classification Model

Run a multi-label classification model.

Roboflow Classification Model

Run a classification model.

Roboflow Keypoint Detection Model

Run inference on a keypoint detection model.

Roboflow Instance Segmentation Model

Run an instance segmentation model.

Yolo World Model

Run a zero-shot object detection model.

OCR Model

Run Optical Character Recognition on a model.

LMM For Classification

Run a large language model for classification.

LMM

Run a large language model.

Clip Comparison

Compare CLIP image and text embeddings.

Detections Consensus

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

Transformation

Detection Filter

Filter predictions from detection models based on defined conditions.

Serializer

Convert object detection predictions into serialized format, facilitating data transfer or storage within workflow pipelines.

Azure Sink

This block send email alert with image and prediction.

S3 Upload

Send images and prediction files to AWS S3.

Webhook Publish

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

Super Annotator

Enhance images with visual annotations based on detection predictions, combining bounding boxes and labels for clarity.

Non Empty Predictions Tagger

Tag batches of images with boolean flags indicating the presence or absence of predictions for various detection types.

Prediction Alarm

Monitor and trigger an alarm if the count of specified prediction classes within a defined timeframe exceeds a set threshold.

Filter

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

CSV Sink

Export prediction data to a CSV file for various prediction kinds, including object detection and instance segmentation.

Kafka Publish

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

Byte Tracker

Track and update object positions across video frames using ByteTrack.

GPT-4 with Vision

GPT-4 with Vision is a type of LMM.

CogVLM

CogVLM is a type of LMM.

YOLOv8 Classification

YOLOv8 Classification is a type of Roboflow Classification Model.

YOLOv8 Keypoint Detection

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

YOLOv7 Instance Segmentation

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

YOLOv8 Instance Segmentation

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

YOLOv5 Instance Segmentation

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

YOLOv5

YOLOv5 is a type of Roboflow Object Detection Model.

YOLO-NAS

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

YOLOv9

YOLOv9 is a type of Roboflow Object Detection Model.

YOLOv8

YOLOv8 is a type of Roboflow Object Detection Model.

Detection Offset

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

Crop

Create dynamic crops from a detections model.

Active Learning Data Collector

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

Detections Consensus

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

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.

Filter

Transformation

Filter

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

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AWS Secrets Retriever

Transformation

AWS Secrets Retriever

Retrieve and manage secrets from AWS Secrets Manager for use in workflow automation.

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Byte Tracker

Track and update object positions across video frames using ByteTrack.

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GPT-4 with Vision

Model

GPT-4 with Vision

GPT-4 with Vision is a type of LMM.

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CogVLM

Model

CogVLM

CogVLM is a type of LMM.

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YOLOv8 Classification

Model

YOLOv8 Classification

YOLOv8 Classification is a type of Roboflow Classification Model.

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Serializer

Sink

Serializer

Convert object detection predictions into serialized format, facilitating data transfer or storage within workflow pipelines.

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Azure Sink

Notifications

Azure Sink

This block send email alert with image and prediction.

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S3 Upload

Utility

S3 Upload

Send images and prediction files to AWS S3.

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Webhook Publish

Sink

Webhook Publish

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

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Super Annotator

Sink

Super Annotator

Enhance images with visual annotations based on detection predictions, combining bounding boxes and labels for clarity.

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Non Empty Predictions Tagger

Transformation

Non Empty Predictions Tagger

Tag batches of images with boolean flags indicating the presence or absence of predictions for various detection types.

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Find Other Blocks in the Transformation Category

Non Empty Predictions Tagger

Tag batches of images with boolean flags indicating the presence or absence of predictions for various detection types.

Prediction Alarm

Monitor and trigger an alarm if the count of specified prediction classes within a defined timeframe exceeds a set threshold.

Filter

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

Kafka Publish

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

AWS Secrets Retriever

Retrieve and manage secrets from AWS Secrets Manager for use in workflow automation.

Random Sampler

Randomly sample images based on a specified percentage, triggering actions for selected images within workflow processes.

Relative Static Crop

Use relative coordinates for cropping.

Detection Offset

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

Crop

Create dynamic crops from a detections model.

Absolute Static Crop

Use absolute coordinates for cropping.

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Explore Popular Combinations Using Detection Filter

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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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