inference API Reference
core/active_learning
Active learning loop: sampling strategies, data collection middleware, and configuration.
inference.core.active_learning.accounting
Module could not be imported for documentation.
inference.core.active_learning.configuration
Module could not be imported for documentation.
core/cache
Caching backends (in-memory, Redis) used for model artefacts and inference results.
inference.core.cache.air_gapped
Module could not be imported for documentation.
inference.core.cache.base
Module could not be imported for documentation.
inference.core.cache.memory
Module could not be imported for documentation.
inference.core.cache.model_artifacts
Module could not be imported for documentation.
inference.core.cache.redis
Module could not be imported for documentation.
core/devices
Hardware device detection and selection helpers.
inference.core.devices.utils
Module could not be imported for documentation.
core/entities/requests
inference.core.entities.requests.clip
Module could not be imported for documentation.
inference.core.entities.requests.doctr
Module could not be imported for documentation.
inference.core.entities.requests.dynamic_class_base
Module could not be imported for documentation.
inference.core.entities.requests.easy_ocr
Module could not be imported for documentation.
inference.core.entities.requests.gaze
Module could not be imported for documentation.
inference.core.entities.requests.groundingdino
Module could not be imported for documentation.
inference.core.entities.requests.inference
Module could not be imported for documentation.
inference.core.entities.requests.moondream2
Module could not be imported for documentation.
inference.core.entities.requests.owlv2
Module could not be imported for documentation.
inference.core.entities.requests.perception_encoder
Module could not be imported for documentation.
inference.core.entities.requests.sam
Module could not be imported for documentation.
inference.core.entities.requests.sam2
Module could not be imported for documentation.
inference.core.entities.requests.sam3
Module could not be imported for documentation.
inference.core.entities.requests.sam3_3d
Module could not be imported for documentation.
inference.core.entities.requests.server_state
Module could not be imported for documentation.
inference.core.entities.requests.trocr
Module could not be imported for documentation.
inference.core.entities.requests.yolo_world
Module could not be imported for documentation.
core/entities/responses
inference.core.entities.responses.clip
Module could not be imported for documentation.
inference.core.entities.responses.gaze
Module could not be imported for documentation.
inference.core.entities.responses.inference
Module could not be imported for documentation.
inference.core.entities.responses.notebooks
Module could not be imported for documentation.
inference.core.entities.responses.ocr
Module could not be imported for documentation.
inference.core.entities.responses.perception_encoder
Module could not be imported for documentation.
inference.core.entities.responses.sam
Module could not be imported for documentation.
inference.core.entities.responses.sam2
Module could not be imported for documentation.
inference.core.entities.responses.sam3_3d
Module could not be imported for documentation.
inference.core.entities.responses.server_state
Module could not be imported for documentation.
core
Core framework internals: environment config, data entities, and shared utilities.
inference.core.exceptions
class ActiveLearningConfigurationDecodingError
Common base class for all non-exit exceptions.
class ActiveLearningConfigurationError
Common base class for all non-exit exceptions.
class ActiveLearningError
Common base class for all non-exit exceptions.
class CannotInitialiseModelDueToInputSizeError
Common base class for all non-exit exceptions.
class CannotInitialiseModelError
Common base class for all non-exit exceptions.
class ContentTypeInvalid
Raised when the content type is invalid.
Attributes: message (str): Optional message describing the error.
class ContentTypeMissing
Raised when the content type is missing.
Attributes: message (str): Optional message describing the error.
class CreditsExceededError
Common base class for all non-exit exceptions.
class EngineIgnitionFailure
Raised when the engine fails to ignite.
Attributes: message (str): Optional message describing the error.
class InferenceModelNotFound
Raised when the inference model is not found.
Attributes: message (str): Optional message describing the error.
class InputFormatInferenceFailed
Common base class for all non-exit exceptions.
__init__(self, message: str, public_message: str)
Initialize self. See help(type(self)) for accurate signature.
class InputImageLoadError
Common base class for all non-exit exceptions.
__init__(self, message: str, public_message: str)
Initialize self. See help(type(self)) for accurate signature.
class InvalidEnvironmentVariableError
Raised when an environment variable is invalid.
Attributes: message (str): Optional message describing the error.
class InvalidImageTypeDeclared
Common base class for all non-exit exceptions.
__init__(self, message: str, public_message: str)
Initialize self. See help(type(self)) for accurate signature.
class InvalidMaskDecodeArgument
Raised when an invalid argument is provided for mask decoding.
Attributes: message (str): Optional message describing the error.
class InvalidModelIDError
Common base class for all non-exit exceptions.
class InvalidNumpyInput
Raised when the input is an invalid NumPy array.
Attributes: message (str): Optional message describing the error.
__init__(self, message: str, public_message: str)
Initialize self. See help(type(self)) for accurate signature.
class MalformedRoboflowAPIResponseError
Common base class for all non-exit exceptions.
class MalformedWorkflowResponseError
Common base class for all non-exit exceptions.
class MissingApiKeyError
Raised when the API key is missing.
Attributes: message (str): Optional message describing the error.
class MissingDefaultModelError
Common base class for all non-exit exceptions.
class MissingServiceSecretError
Raised when the service secret is missing.
Attributes: message (str): Optional message describing the error.
class ModelArtefactError
Common base class for all non-exit exceptions.
class ModelManagerLockAcquisitionError
Common base class for all non-exit exceptions.
class ModelNotRecognisedError
Common base class for all non-exit exceptions.
class OnnxProviderNotAvailable
Raised when the ONNX provider is not available.
Attributes: message (str): Optional message describing the error.
class PaymentRequiredError
Common base class for all non-exit exceptions.
class PostProcessingError
Common base class for all non-exit exceptions.
class PreProcessingError
Common base class for all non-exit exceptions.
class PredictionFormatNotSupported
Common base class for all non-exit exceptions.
class RetryRequestError
Common base class for all non-exit exceptions.
__init__(self, message: str, inner_error: Exception)
Initialize self. See help(type(self)) for accurate signature.
class RoboflowAPIConnectionError
Common base class for all non-exit exceptions.
class RoboflowAPIForbiddenError
Common base class for all non-exit exceptions.
class RoboflowAPIIAlreadyAnnotatedError
Common base class for all non-exit exceptions.
class RoboflowAPIIAnnotationRejectionError
Common base class for all non-exit exceptions.
class RoboflowAPIImageUploadRejectionError
Common base class for all non-exit exceptions.
class RoboflowAPINotAuthorizedError
Common base class for all non-exit exceptions.
class RoboflowAPINotNotFoundError
Common base class for all non-exit exceptions.
class RoboflowAPIRequestError
Common base class for all non-exit exceptions.
class RoboflowAPITimeoutError
Common base class for all non-exit exceptions.
class RoboflowAPIUnsuccessfulRequestError
Common base class for all non-exit exceptions.
class RoboflowAPIUsagePausedError
Common base class for all non-exit exceptions.
class ServiceConfigurationError
Common base class for all non-exit exceptions.
class WebRTCConfigurationError
Common base class for all non-exit exceptions.
class WorkspaceLoadError
Raised when there is an error loading the workspace.
Attributes: message (str): Optional message describing the error.
class WorkspaceStreamQuotaError
Raised when the workspace stream quota has been exceeded.
This error is returned when a workspace has reached its maximum number of concurrent WebRTC streams. This is to prevent that a single user uses all our modal resources.
inference.core.nms
Module could not be imported for documentation.
inference.core.roboflow_api
Module could not be imported for documentation.
inference.core.telemetry
Module could not be imported for documentation.
inference.core.usage
Module could not be imported for documentation.
core/interfaces
High-level inference interfaces: camera, HTTP, and stream processing.
inference.core.interfaces.base
Module could not be imported for documentation.
core/interfaces/camera
inference.core.interfaces.camera.camera
Module could not be imported for documentation.
inference.core.interfaces.camera.entities
Module could not be imported for documentation.
inference.core.interfaces.camera.utils
Module could not be imported for documentation.
inference.core.interfaces.camera.video_source
Module could not be imported for documentation.
core/interfaces/http/builder
inference.core.interfaces.http.builder.routes
Module could not be imported for documentation.
core/interfaces/http
inference.core.interfaces.http.error_handlers
Module could not be imported for documentation.
inference.core.interfaces.http.http_api
Module could not be imported for documentation.
core/interfaces/http/handlers
inference.core.interfaces.http.handlers.workflows
Module could not be imported for documentation.
core/interfaces/http/middlewares
inference.core.interfaces.http.middlewares.cors
Module could not be imported for documentation.
core/interfaces/stream
inference.core.interfaces.stream.sinks
Module could not be imported for documentation.
inference.core.interfaces.stream.stream
Module could not be imported for documentation.
inference.core.interfaces.stream.watchdog
Module could not be imported for documentation.
core/interfaces/udp
inference.core.interfaces.udp.udp_stream
Module could not be imported for documentation.
core/interfaces/webrtc_worker
inference.core.interfaces.webrtc_worker.entities
Module could not be imported for documentation.
inference.core.interfaces.webrtc_worker.serializers
Module could not be imported for documentation.
inference.core.interfaces.webrtc_worker.utils
Module could not be imported for documentation.
inference.core.interfaces.webrtc_worker.webrtc
Module could not be imported for documentation.
core/interfaces/webrtc_worker/sources
inference.core.interfaces.webrtc_worker.sources.file
Module could not be imported for documentation.
core/logging
inference.core.logging.memory_handler
Module could not be imported for documentation.
core/managers
Model lifecycle managers: loading, unloading, registry, and resolution.
inference.core.managers.base
Module could not be imported for documentation.
inference.core.managers.metrics
Module could not be imported for documentation.
inference.core.managers.model_load_collector
Module could not be imported for documentation.
inference.core.managers.pingback
Module could not be imported for documentation.
inference.core.managers.prometheus
Module could not be imported for documentation.
core/managers/decorators
inference.core.managers.decorators.base
Module could not be imported for documentation.
inference.core.managers.decorators.locked_load
Module could not be imported for documentation.
inference.core.managers.decorators.logger
Module could not be imported for documentation.
core/models
Base model classes and common prediction logic shared across model types.
inference.core.models.base
Module could not be imported for documentation.
inference.core.models.classification_base
Module could not be imported for documentation.
inference.core.models.inference_models_adapters
Module could not be imported for documentation.
inference.core.models.instance_segmentation_base
Module could not be imported for documentation.
inference.core.models.keypoints_detection_base
Module could not be imported for documentation.
inference.core.models.object_detection_base
Module could not be imported for documentation.
inference.core.models.roboflow
Module could not be imported for documentation.
core/models/utils
inference.core.models.utils.keypoints
Module could not be imported for documentation.
core/registries
Model and block registries for dynamic lookup and plugin discovery.
inference.core.registries.base
Module could not be imported for documentation.
inference.core.registries.roboflow
Module could not be imported for documentation.
core/utils
General-purpose utilities: image encoding, file I/O, hashing, URL handling, and more.
inference.core.utils.container
is_docker_socket_mounted(docker_socket_path: str) -> bool
Check if the given path is a mounted Docker socket.
Args: docker_socket_path (str): The path to the socket file.
Returns: bool: True if the path is a Unix socket, False otherwise.
inference.core.utils.environment
safe_env_to_type(variable_name: str, default_value: ~T | None = None, type_constructor: Type[~T] | Callable[[str], ~T] | None = None) -> ~T | None
Converts env variable to specified type, but only if variable is set - otherwise default is returned. If type_constructor is not given - value of type str will be returned.
safe_split_value(value: str | None, delimiter: str = ',') -> List[str] | None
Splits a separated environment variable into a list.
Args: value (str): The environment variable value to be split. delimiter(str): Delimiter to be used
Returns: list or None: The split values as a list, or None if the input is None.
str2bool(value: Any) -> bool
Converts an environment variable to a boolean value.
Args: value (str or bool): The environment variable value to be converted.
Returns: bool: The converted boolean value.
Raises: InvalidEnvironmentVariableError: If the value is not 'true', 'false', or a boolean.
inference.core.utils.file_system
class AtomicPath
Context manager for atomic file writes.
Ensures that files are either written completely or not at all, preventing partial/corrupted files from power failures or crashes.
Usage: with AtomicPath(target_path, allow_override=False) as temp_path: # Write to temp_path with open(temp_path, 'w') as f: f.write(data) # File is atomically moved to target_path on successful exit
__init__(self, target_path: str, allow_override: bool = False)
Initialize self. See help(type(self)) for accurate signature.
inference.core.utils.image_utils
Module could not be imported for documentation.
inference.core.utils.onnx
Module could not be imported for documentation.
inference.core.utils.postprocess
Module could not be imported for documentation.
inference.core.utils.preprocess
Module could not be imported for documentation.
inference.core.utils.torchscript_guard
core/workflows/core_steps/analytics/detection_event_log
inference.core.workflows.core_steps.analytics.detection_event_log.v1
Module could not be imported for documentation.
core/workflows/core_steps/classical_cv/camera_focus
inference.core.workflows.core_steps.classical_cv.camera_focus.v1
Module could not be imported for documentation.
inference.core.workflows.core_steps.classical_cv.camera_focus.v2
Module could not be imported for documentation.
core/workflows/core_steps/classical_cv/contours
inference.core.workflows.core_steps.classical_cv.contours.v1
Module could not be imported for documentation.
core/workflows/core_steps/classical_cv/distance_measurement
inference.core.workflows.core_steps.classical_cv.distance_measurement.v1
Module could not be imported for documentation.
core/workflows/core_steps/classical_cv/image_blur
inference.core.workflows.core_steps.classical_cv.image_blur.v1
Module could not be imported for documentation.
core/workflows/core_steps/classical_cv/mask_area_measurement
inference.core.workflows.core_steps.classical_cv.mask_area_measurement.v1
Module could not be imported for documentation.
core/workflows/core_steps/classical_cv/motion_detection
inference.core.workflows.core_steps.classical_cv.motion_detection.v1
Module could not be imported for documentation.
core/workflows/core_steps/classical_cv/pixel_color_count
inference.core.workflows.core_steps.classical_cv.pixel_color_count.v1
Module could not be imported for documentation.
core/workflows/core_steps/classical_cv/sift
inference.core.workflows.core_steps.classical_cv.sift.v1
Module could not be imported for documentation.
core/workflows/core_steps/classical_cv/sift_comparison
inference.core.workflows.core_steps.classical_cv.sift_comparison.v2
Module could not be imported for documentation.
core/workflows/core_steps/classical_cv/size_measurement
inference.core.workflows.core_steps.classical_cv.size_measurement.v1
Module could not be imported for documentation.
core/workflows/core_steps/classical_cv/threshold
inference.core.workflows.core_steps.classical_cv.threshold.v1
Module could not be imported for documentation.
core/workflows/core_steps/common/query_language/introspection
inference.core.workflows.core_steps.common.query_language.introspection.core
Module could not be imported for documentation.
core/workflows/core_steps/common
inference.core.workflows.core_steps.common.utils
Module could not be imported for documentation.
core/workflows/core_steps/fusion/detections_list_rollup
inference.core.workflows.core_steps.fusion.detections_list_rollup.v1
Module could not be imported for documentation.
core/workflows/core_steps/fusion/detections_stitch
inference.core.workflows.core_steps.fusion.detections_stitch.v1
Module could not be imported for documentation.
core/workflows/core_steps
inference.core.workflows.core_steps.loader
Module could not be imported for documentation.
core/workflows/core_steps/models/foundation/anthropic_claude
inference.core.workflows.core_steps.models.foundation.anthropic_claude.v3
Module could not be imported for documentation.
core/workflows/core_steps/models/foundation/gaze
inference.core.workflows.core_steps.models.foundation.gaze.v1
Module could not be imported for documentation.
core/workflows/core_steps/models/foundation/google_gemini
inference.core.workflows.core_steps.models.foundation.google_gemini.v3
Module could not be imported for documentation.
core/workflows/core_steps/models/foundation/openai
inference.core.workflows.core_steps.models.foundation.openai.v3
Module could not be imported for documentation.
inference.core.workflows.core_steps.models.foundation.openai.v4
Module could not be imported for documentation.
core/workflows/core_steps/models/foundation/segment_anything3_3d
inference.core.workflows.core_steps.models.foundation.segment_anything3_3d.v1
Module could not be imported for documentation.
core/workflows/core_steps/models/foundation/stability_ai/inpainting
inference.core.workflows.core_steps.models.foundation.stability_ai.inpainting.v1
Module could not be imported for documentation.
core/workflows/core_steps/models/foundation/stability_ai/outpainting
inference.core.workflows.core_steps.models.foundation.stability_ai.outpainting.v1
Module could not be imported for documentation.
core/workflows/core_steps/sinks/email_notification
inference.core.workflows.core_steps.sinks.email_notification.v2
Module could not be imported for documentation.
core/workflows/core_steps/sinks/roboflow/dataset_upload
inference.core.workflows.core_steps.sinks.roboflow.dataset_upload.v1
Module could not be imported for documentation.
core/workflows/core_steps/sinks/twilio/sms
inference.core.workflows.core_steps.sinks.twilio.sms.v2
Module could not be imported for documentation.
core/workflows/core_steps/trackers
inference.core.workflows.core_steps.trackers._base
Module could not be imported for documentation.
core/workflows/core_steps/transformations/detections_merge
inference.core.workflows.core_steps.transformations.detections_merge.v1
Module could not be imported for documentation.
core/workflows/core_steps/transformations/image_slicer
inference.core.workflows.core_steps.transformations.image_slicer.v1
Module could not be imported for documentation.
inference.core.workflows.core_steps.transformations.image_slicer.v2
Module could not be imported for documentation.
core/workflows/core_steps/transformations/qr_code_generator
inference.core.workflows.core_steps.transformations.qr_code_generator.v1
Module could not be imported for documentation.
core/workflows/core_steps/transformations/stitch_ocr_detections
inference.core.workflows.core_steps.transformations.stitch_ocr_detections.v1
Module could not be imported for documentation.
inference.core.workflows.core_steps.transformations.stitch_ocr_detections.v2
Module could not be imported for documentation.
core/workflows/core_steps/visualizations/classification_label
inference.core.workflows.core_steps.visualizations.classification_label.v1
Module could not be imported for documentation.
core/workflows/core_steps/visualizations/common/annotators
inference.core.workflows.core_steps.visualizations.common.annotators.background_color
Module could not be imported for documentation.
inference.core.workflows.core_steps.visualizations.common.annotators.halo
Module could not be imported for documentation.
inference.core.workflows.core_steps.visualizations.common.annotators.model_comparison
Module could not be imported for documentation.
inference.core.workflows.core_steps.visualizations.common.annotators.polygon
Module could not be imported for documentation.
core/workflows/core_steps/visualizations/text_display
inference.core.workflows.core_steps.visualizations.text_display.utils
Module could not be imported for documentation.
inference.core.workflows.core_steps.visualizations.text_display.v1
Module could not be imported for documentation.
core/workflows/execution_engine/introspection
inference.core.workflows.execution_engine.introspection.blocks_loader
Module could not be imported for documentation.
inference.core.workflows.execution_engine.introspection.schema_parser
Module could not be imported for documentation.
core/workflows/execution_engine/v1/compiler
inference.core.workflows.execution_engine.v1.compiler.cache
Module could not be imported for documentation.
inference.core.workflows.execution_engine.v1.compiler.graph_constructor
Module could not be imported for documentation.
inference.core.workflows.execution_engine.v1.compiler.graph_traversal
Module could not be imported for documentation.
inference.core.workflows.execution_engine.v1.compiler.syntactic_parser
Module could not be imported for documentation.
core/workflows/execution_engine/v1/dynamic_blocks
inference.core.workflows.execution_engine.v1.dynamic_blocks.block_assembler
Module could not be imported for documentation.
inference.core.workflows.execution_engine.v1.dynamic_blocks.modal_executor
Module could not be imported for documentation.
core/workflows/execution_engine/v1/executor/execution_data_manager
inference.core.workflows.execution_engine.v1.executor.execution_data_manager.step_input_assembler
Module could not be imported for documentation.
core/workflows/prototypes
inference.core.workflows.prototypes.block
Module could not be imported for documentation.
enterprise/parallel
Parallel HTTP inference via Celery workers for high-throughput deployments.
inference.enterprise.parallel.dispatch_manager
Module could not be imported for documentation.
inference.enterprise.parallel.infer
Module could not be imported for documentation.
inference.enterprise.parallel.utils
Module could not be imported for documentation.
enterprise/workflows/enterprise_blocks/sinks/PLC_modbus
inference.enterprise.workflows.enterprise_blocks.sinks.PLC_modbus.v1
Module could not be imported for documentation.
enterprise/workflows/enterprise_blocks/sinks/PLCethernetIP
inference.enterprise.workflows.enterprise_blocks.sinks.PLCethernetIP.v1
Module could not be imported for documentation.
enterprise/workflows/enterprise_blocks/sinks/event_writer
inference.enterprise.workflows.enterprise_blocks.sinks.event_writer.v1
Module could not be imported for documentation.
enterprise/workflows/enterprise_blocks/sinks/microsoft_sql_server
inference.enterprise.workflows.enterprise_blocks.sinks.microsoft_sql_server.v1
Module could not be imported for documentation.
enterprise/workflows/enterprise_blocks/sinks/opc_writer
inference.enterprise.workflows.enterprise_blocks.sinks.opc_writer.v1
Module could not be imported for documentation.
models/clip
inference.models.clip.clip_inference_models
Module could not be imported for documentation.
inference.models.clip.clip_model
Module could not be imported for documentation.
models/deep_lab_v3_plus
inference.models.deep_lab_v3_plus.deep_lab_v3_plus_segmentation
Module could not be imported for documentation.
models/depth_anything_v3/architecture
inference.models.depth_anything_v3.architecture.da3
Module could not be imported for documentation.
inference.models.depth_anything_v3.architecture.dpt
Module could not be imported for documentation.
inference.models.depth_anything_v3.architecture.dualdpt
Module could not be imported for documentation.
inference.models.depth_anything_v3.architecture.head_utils
Module could not be imported for documentation.
models/depth_anything_v3/architecture/layers
inference.models.depth_anything_v3.architecture.layers.drop_path
Module could not be imported for documentation.
inference.models.depth_anything_v3.architecture.layers.patch_embed
Module could not be imported for documentation.
inference.models.depth_anything_v3.architecture.layers.rope
Module could not be imported for documentation.
models/depth_anything_v3
inference.models.depth_anything_v3.depth_anything_v3
Module could not be imported for documentation.
models/dinov3
inference.models.dinov3.dinov3_classification
Module could not be imported for documentation.
models/doctr
inference.models.doctr.doctr_model
Module could not be imported for documentation.
models/easy_ocr
inference.models.easy_ocr.easy_ocr
Module could not be imported for documentation.
inference.models.easy_ocr.easy_ocr_inference_models
Module could not be imported for documentation.
models/florence2
inference.models.florence2.utils
Module could not be imported for documentation.
models/gaze
inference.models.gaze.gaze
Module could not be imported for documentation.
inference.models.gaze.gaze_inference_models
Module could not be imported for documentation.
inference.models.gaze.l2cs
Module could not be imported for documentation.
models/grounding_dino
inference.models.grounding_dino.grounding_dino
Module could not be imported for documentation.
inference.models.grounding_dino.grounding_dino_inference_models
Module could not be imported for documentation.
models/owlv2
inference.models.owlv2.owlv2
Module could not be imported for documentation.
models/paligemma
inference.models.paligemma.paligemma
Module could not be imported for documentation.
models/perception_encoder
inference.models.perception_encoder.perception_encoder
Module could not be imported for documentation.
inference.models.perception_encoder.perception_encoder_inference_models
Module could not be imported for documentation.
models/perception_encoder/vision_encoder
inference.models.perception_encoder.vision_encoder.config
Include all available vision encoder configurations.
class PEConfig
Vision Tower Config.
__init__(self, patch_size: int, width: int, layers: int, heads: int, mlp_ratio: float, output_dim: int | None, ls_init_value: float = None, drop_path: float = 0.0, image_size: int = (224,), use_abs_posemb: bool = True, use_cls_token: bool = False, use_rope2d: bool = True, pool_type: str = 'attn', attn_pooler_heads: int = 8, use_ln_pre: bool = True, use_ln_post: bool = True) -> None
Initialize self. See help(type(self)) for accurate signature.
class PETextConfig
Text Tower Config.
__init__(self, context_length: int, width: int, heads: int, layers: int, output_dim: int, mlp_ratio: float = 4.0, vocab_size: int = 49408) -> None
Initialize self. See help(type(self)) for accurate signature.
inference.models.perception_encoder.vision_encoder.pe
Module could not be imported for documentation.
inference.models.perception_encoder.vision_encoder.rope
Module could not be imported for documentation.
inference.models.perception_encoder.vision_encoder.tokenizer
Module could not be imported for documentation.
models/qwen25vl
inference.models.qwen25vl.qwen25vl
Module could not be imported for documentation.
models/resnet
inference.models.resnet.resnet_classification
Module could not be imported for documentation.
models/rfdetr
inference.models.rfdetr.rfdetr
Module could not be imported for documentation.
models/sam
inference.models.sam.segment_anything
Module could not be imported for documentation.
models/sam2
inference.models.sam2.segment_anything2
Module could not be imported for documentation.
inference.models.sam2.segment_anything2_inference_models
Module could not be imported for documentation.
models/sam3
inference.models.sam3.segment_anything3
Module could not be imported for documentation.
inference.models.sam3.visual_segmentation
Module could not be imported for documentation.
models/sam3_3d
inference.models.sam3_3d.segment_anything_3d
Module could not be imported for documentation.
models/vit
inference.models.vit.vit_classification
Module could not be imported for documentation.
models/yolact
inference.models.yolact.yolact_instance_segmentation
Module could not be imported for documentation.
models/yolo26
inference.models.yolo26.yolo26_instance_segmentation
Module could not be imported for documentation.
inference.models.yolo26.yolo26_keypoints_detection
Module could not be imported for documentation.
models/yolo_world
inference.models.yolo_world.yolo_world
Module could not be imported for documentation.
models/yolov10
inference.models.yolov10.yolov10_object_detection
Module could not be imported for documentation.
models/yolov5
inference.models.yolov5.yolov5_instance_segmentation
Module could not be imported for documentation.
inference.models.yolov5.yolov5_object_detection
Module could not be imported for documentation.
models/yolov7
inference.models.yolov7.yolov7_instance_segmentation
Module could not be imported for documentation.
models/yolov8
inference.models.yolov8.yolov8_instance_segmentation
Module could not be imported for documentation.
inference.models.yolov8.yolov8_keypoints_detection
Module could not be imported for documentation.
inference.models.yolov8.yolov8_object_detection
Module could not be imported for documentation.
models/yolov9
inference.models.yolov9.yolov9_object_detection
Module could not be imported for documentation.
usage_tracking
Anonymous usage and telemetry reporting.
inference.usage_tracking.redis_queue
Module could not be imported for documentation.