Index

• inference
  • core
    • active_learning
      • accounting
      • batching
      • cache_operations
      • configuration
      • core
      • entities
      • middlewares
      • post_processing
      • samplers
        • close_to_threshold
        • contains_classes
        • number_of_detections
        • random
      • utils
    • cache
      • base
      • lru_cache
      • memory
      • model_artifacts
      • redis
      • serializers
    • constants
    • devices
      • utils
    • entities
      • common
      • requests
        • clip
        • cogvlm
        • doctr
        • dynamic_class_base
        • gaze
        • groundingdino
        • inference
        • owlv2
        • sam
        • sam2
        • server_state
        • trocr
        • workflows
        • yolo_world
      • responses
        • clip
        • cogvlm
        • gaze
        • groundingdino
        • inference
        • notebooks
        • ocr
        • sam
        • sam2
        • server_state
        • workflows
      • types
    • env
    • exceptions
    • interfaces
      • base
      • camera
        • camera
        • entities
        • exceptions
        • utils
        • video_source
      • http
        • handlers
          • workflows
        • http_api
        • middlewares
          • gzip
        • orjson_utils
      • stream
        • entities
        • inference_pipeline
        • model_handlers
          • roboflow_models
          • workflows
          • yolo_world
        • sinks
        • stream
        • utils
        • watchdog
      • stream_manager
        • api
          • entities
          • errors
          • stream_manager_client
        • manager_app
          • app
          • communication
          • entities
          • errors
          • inference_pipeline_manager
          • serialisation
          • tcp_server
          • webrtc
      • udp
        • udp_stream
    • logger
    • managers
      • active_learning
      • base
      • decorators
        • base
        • fixed_size_cache
        • locked_load
        • logger
      • entities
      • metrics
      • pingback
      • prometheus
      • stub_loader
    • models
      • base
      • classification_base
      • defaults
      • instance_segmentation_base
      • keypoints_detection_base
      • object_detection_base
      • roboflow
      • stubs
      • types
      • utils
        • batching
        • keypoints
        • onnx
        • validate
    • nms
    • registries
      • base
      • roboflow
    • roboflow_api
    • usage
    • utils
      • async_utils
      • container
      • drawing
      • environment
      • file_system
      • function
      • hash
      • image_utils
      • notebooks
      • onnx
      • postprocess
      • preprocess
      • requests
      • roboflow
      • s3
      • sqlite_wrapper
      • url_utils
      • visualisation
    • version
    • warnings
    • workflows
      • core_steps
        • analytics
          • data_aggregator
            • v1
          • line_counter
            • v1
            • v2
          • path_deviation
            • v1
            • v2
          • time_in_zone
            • v1
            • v2
        • cache
          • cache_get
            • v1
          • cache_set
            • v1
          • memory_cache
        • classical_cv
          • camera_focus
            • v1
          • contours
            • v1
          • convert_grayscale
            • v1
          • distance_measurement
            • v1
          • dominant_color
            • v1
          • image_blur
            • v1
          • image_preprocessing
            • v1
          • pixel_color_count
            • v1
          • sift
            • v1
          • sift_comparison
            • v1
            • v2
          • size_measurement
            • v1
          • template_matching
            • v1
          • threshold
            • v1
        • common
          • deserializers
          • entities
          • operators
          • query_language
            • entities
              • enums
              • introspection
              • operations
              • types
            • errors
            • evaluation_engine
              • core
              • detection
                • geometry
            • introspection
              • core
            • operations
              • booleans
                • base
              • classification_results
                • base
              • core
              • detection
                • base
              • detections
                • base
              • dictionaries
                • base
              • generic
                • base
              • images
                • base
              • numbers
                • base
              • sequences
                • base
              • strings
                • base
              • utils
          • serializers
          • utils
          • vlms
        • flow_control
          • continue_if
            • v1
          • delta_filter
            • v1
          • rate_limiter
            • v1
        • formatters
          • csv
            • v1
          • expression
            • v1
          • first_non_empty_or_default
            • v1
          • json_parser
            • v1
          • property_definition
            • v1
          • vlm_as_classifier
            • v1
            • v2
          • vlm_as_detector
            • v1
            • v2
        • fusion
          • buffer
            • v1
          • detections_classes_replacement
            • v1
          • detections_consensus
            • v1
          • detections_stitch
            • v1
          • dimension_collapse
            • v1
        • loader
        • math
          • cosine_similarity
            • v1
        • models
          • foundation
            • anthropic_claude
              • v1
            • clip
              • v1
            • clip_comparison
              • v1
              • v2
            • cog_vlm
              • v1
            • florence2
              • v1
              • v2
            • gaze
              • v1
            • google_gemini
              • v1
            • google_vision_ocr
              • v1
            • llama_vision
              • v1
            • lmm
              • v1
            • lmm_classifier
              • v1
            • ocr
              • v1
            • openai
              • v1
              • v2
            • segment_anything2
              • v1
            • stability_ai
              • inpainting
                • v1
            • yolo_world
              • v1
          • roboflow
            • instance_segmentation
              • v1
              • v2
            • keypoint_detection
              • v1
              • v2
            • multi_class_classification
              • v1
              • v2
            • multi_label_classification
              • v1
              • v2
            • object_detection
              • v1
              • v2
          • third_party
            • barcode_detection
              • v1
            • qr_code_detection
              • v1
        • sampling
          • identify_changes
            • v1
          • identify_outliers
            • v1
        • secrets_providers
          • environment_secrets_store
            • v1
        • sinks
          • email_notification
            • v1
          • local_file
            • v1
          • roboflow
            • custom_metadata
              • v1
            • dataset_upload
              • v1
              • v2
            • model_monitoring_inference_aggregator
              • v1
          • slack
            • notification
              • v1
          • twilio
            • sms
              • v1
          • webhook
            • v1
        • transformations
          • absolute_static_crop
            • v1
          • bounding_rect
            • v1
          • byte_tracker
            • v1
            • v2
            • v3
          • detection_offset
            • v1
          • detections_filter
            • v1
          • detections_transformation
            • v1
          • dynamic_crop
            • v1
          • dynamic_zones
            • v1
          • image_slicer
            • v1
          • perspective_correction
            • v1
          • relative_static_crop
            • v1
          • stabilize_detections
            • v1
          • stitch_images
            • v1
          • stitch_ocr_detections
            • v1
        • visualizations
          • background_color
            • v1
          • blur
            • v1
          • bounding_box
            • v1
          • circle
            • v1
          • classification_label
            • v1
          • color
            • v1
          • common
            • annotators
              • background_color
              • halo
              • model_comparison
              • polygon
            • base
            • base_colorable
            • utils
          • corner
            • v1
          • crop
            • v1
          • dot
            • v1
          • ellipse
            • v1
          • grid
            • v1
          • halo
            • v1
          • keypoint
            • v1
          • label
            • v1
          • line_zone
            • v1
          • mask
            • v1
          • model_comparison
            • v1
          • pixelate
            • v1
          • polygon
            • v1
          • polygon_zone
            • v1
          • reference_path
            • v1
          • trace
            • v1
          • triangle
            • v1
      • errors
      • execution_engine
        • constants
        • core
        • entities
          • base
          • engine
          • types
        • introspection
          • blocks_loader
          • connections_discovery
          • entities
          • schema_parser
          • selectors_parser
          • utils
        • profiling
          • core
        • v1
          • compiler
            • cache
            • core
            • entities
            • graph_constructor
            • graph_traversal
            • reference_type_checker
            • steps_initialiser
            • syntactic_parser
            • utils
            • validator
          • core
          • debugger
            • core
          • dynamic_blocks
            • block_assembler
            • block_scaffolding
            • entities
          • entities
          • executor
            • core
            • execution_data_manager
              • branching_manager
              • dynamic_batches_manager
              • execution_cache
              • manager
              • step_input_assembler
            • flow_coordinator
            • output_constructor
            • runtime_input_assembler
            • runtime_input_validator
            • utils
          • introspection
            • inputs_discovery
            • kinds_schemas
            • kinds_schemas_register
            • outputs_discovery
            • types_discovery
      • prototypes
        • block
  • enterprise
    • parallel
      • dispatch_manager
      • entrypoint
      • infer
      • parallel_http_api
      • parallel_http_config
      • tasks
      • utils
    • stream_management
      • api
        • app
        • entities
        • errors
        • stream_manager_client
      • manager
        • app
        • communication
        • entities
        • errors
        • inference_pipeline_manager
        • serialisation
        • tcp_server
    • workflows
      • enterprise_blocks
        • loader
        • sinks
          • PLCethernetIP
            • v1
          • mqtt_writer
            • v1
          • opc_writer
            • v1
  • models
    • aliases
    • clip
      • clip_model
    • cogvlm
      • cogvlm
    • doctr
      • doctr_model
    • florence2
      • florence2
      • utils
    • gaze
      • gaze
      • l2cs
    • grounding_dino
      • grounding_dino
    • owlv2
      • owlv2
    • paligemma
      • paligemma
    • sam
      • segment_anything
    • sam2
      • segment_anything2
    • transformers
      • transformers
    • trocr
      • trocr
    • utils
    • vit
      • vit_classification
    • yolact
      • yolact_instance_segmentation
    • yolo_world
      • yolo_world
    • yolonas
      • yolonas_object_detection
    • yolov10
      • yolov10_object_detection
    • yolov11
      • yolov11_instance_segmentation
      • yolov11_keypoints_detection
      • yolov11_object_detection
    • yolov5
      • yolov5_instance_segmentation
      • yolov5_object_detection
    • yolov7
      • yolov7_instance_segmentation
    • yolov8
      • yolov8_classification
      • yolov8_instance_segmentation
      • yolov8_keypoints_detection
      • yolov8_object_detection
    • yolov9
      • yolov9_object_detection
  • usage_tracking
    • collector
    • config
    • payload_helpers
    • plan_details
    • redis_queue
    • sqlite_queue
    • utils