Dynamic crop module throwing validation error when passing a model prediction from a custom python block

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I have a custom python block that filters predictions from my model and passes the filtered prediction to the dynamic crop module. On most input images, this works but on some images the dynamic crop throws out an error and I tried using the AI help to fix the issue but without success. Below is the error message:

1 validation error for WorkflowSpecificationV1 steps.4 Input tag ‘Filter_Price_Tags_Outside_Bottom_Left_Container’ found using ‘type’ does not match any of the expected tags: ‘roboflow_core/absolute_static_crop@v1’, ‘AbsoluteStaticCrop’, ‘roboflow_core/dynamic_crop@v1’, ‘DynamicCrop’, ‘Crop’, ‘roboflow_core/detections_filter@v1’, ‘DetectionsFilter’, ‘roboflow_core/detection_offset@v1’, ‘DetectionOffset’, ‘roboflow_core/per_class_confidence_filter@v1’, ‘roboflow_core/depth_estimation@v1’, ‘roboflow_core/byte_tracker@v1’, ‘roboflow_core/relative_statoic_crop@v1’, ‘RelativeStaticCrop’, ‘roboflow_core/detections_transformation@v1’, ‘DetectionsTransformation’, ‘roboflow_core/roboflow_dataset_upload@v1’, ‘RoboflowDatasetUpload’, ‘roboflow_core/continue_if@v1’, ‘ContinueIf’, ‘roboflow_core/inner_workflow@v1’, ‘roboflow_core/rate_limiter@v1’, ‘roboflow_core/perspective_correction@v1’, ‘PerspectiveCorrection’, ‘roboflow_core/delta_filter@v1’, ‘roboflow_core/camera-calibration@v1’, ‘roboflow_core/dynamic_zone@v1’, ‘DynamicZone’, ‘roboflow_core/size_measurement@v1’, ‘roboflow_core/buffer@v1’, ‘Buffer’, ‘roboflow_core/image_stack@v1’, ‘roboflow_core/detections_classes_replacement@v1’, ‘DetectionsClassesReplacement’, ‘roboflow_core/expression@v1’, ‘Expression’, ‘roboflow_core/property_definition@v1’, ‘PropertyDefinition’, ‘PropertyExtraction’, ‘roboflow_core/dimension_collapse@v1’, ‘DimensionCollapse’, ‘roboflow_core/detections_list_rollup@v1’, ‘DetectionsListRollUp’, ‘roboflow_core/first_non_empty_or_default@v1’, ‘FirstNonEmptyOrDefault’, ‘roboflow_core/anthropic_claude@v1’, ‘roboflow_core/anthropic_claude@v2’, ‘roboflow_core/anthropic_claude@v3’, ‘roboflow_core/cosine_similarity@v1’, ‘roboflow_core/background_color_visualization@v1’, ‘BackgroundColorVisualization’, ‘roboflow_core/barcode_detector@v1’, ‘BarcodeDetector’, ‘BarcodeDetection’, ‘roboflow_core/blur_visualization@v1’, ‘BlurVisualization’, ‘roboflow_core/bounding_box_visualization@v1’, ‘BoundingBoxVisualization’, ‘roboflow_core/bounding_rect@v1’, ‘roboflow_core/detections_merge@v1’, ‘roboflow_core/byte_tracker@v2’, ‘roboflow_core/cache_get@v1’, ‘roboflow_core/cache_set@v1’, ‘roboflow_core/camera_focus@v1’, ‘roboflow_core/camera_focus@v2’, ‘roboflow_core/circle_visualization@v1’, ‘CircleVisualization’, ‘roboflow_core/clip_comparison@v1’, ‘ClipComparison’, ‘roboflow_core/clip_comparison@v2’, ‘roboflow_core/clip@v1’, ‘roboflow_core/perception_encoder@v1’, ‘roboflow_core/cog_vlm@v1’, ‘CogVLM’, ‘roboflow_core/color_visualization@v1’, ‘ColorVisualization’, ‘roboflow_core/convert_grayscale@v1’, ‘roboflow_core/contrast_equalization@v1’, ‘roboflow_core/corner_visualization@v1’, ‘CornerVisualization’, ‘roboflow_core/crop_visualization@v1’, ‘CropVisualization’, ‘roboflow_core/detections_consensus@v1’, ‘DetectionsConsensus’, ‘roboflow_core/detections_stitch@v1’, ‘roboflow_core/distance_measurement@v1’, ‘roboflow_core/dominant_color@v1’, ‘roboflow_core/dot_visualization@v1’, ‘DotVisualization’, ‘roboflow_core/ellipse_visualization@v1’, ‘EllipseVisualization’, ‘roboflow_core/florence_2@v1’, ‘roboflow_core/florence_2@v2’, ‘roboflow_core/google_gemini@v1’, ‘roboflow_core/google_gemini@v2’, ‘roboflow_core/google_gemini@v3’, ‘roboflow_core/google_vision_ocr@v1’, ‘roboflow_core/grid_visualization@v1’, ‘roboflow_core/halo_visualization@v1’, ‘HaloVisualization’, ‘roboflow_core/halo_visualization@v2’, ‘roboflow_core/icon_visualization@v1’, ‘IconVisualization’, ‘roboflow_core/image_blur@v1’, ‘roboflow_core/contours_detection@v1’, ‘roboflow_core/image_preprocessing@v1’, ‘roboflow_core/image_slicer@v1’, ‘roboflow_core/heatmap_visualization@v1’, ‘HeatmapVisualization’, ‘roboflow_core/threshold@v1’, ‘roboflow_core/motion_detection@v1’, ‘roboflow_core/background_subtraction@v1’, ‘roboflow_core/json_parser@v1’, ‘roboflow_core/lmm@v1’, ‘LMM’, ‘roboflow_core/lmm_for_classification@v1’, ‘LMMForClassification’, ‘roboflow_core/label_visualization@v1’, ‘LabelVisualization’, ‘roboflow_core/classification_label_visualization@v1’, ‘roboflow_core/line_counter@v1’, ‘roboflow_core/line_counter@v2’, ‘roboflow_core/line_counter_visualization@v1’, ‘roboflow_core/mask_visualization@v1’, ‘MaskVisualization’, ‘roboflow_core/model_comparison_visualization@v1’, ‘roboflow_core/morphological_transformation@v1’, ‘roboflow_core/ocr_model@v1’, ‘OCRModel’, ‘roboflow_core/open_ai@v1’, ‘OpenAI’, ‘roboflow_core/open_ai@v2’, ‘roboflow_core/open_ai@v3’, ‘roboflow_core/open_ai@v4’, ‘roboflow_core/path_deviation_analytics@v1’, ‘roboflow_core/path_deviation_analytics@v2’, ‘roboflow_core/pixelate_visualization@v1’, ‘PixelateVisualization’, ‘roboflow_core/pixel_color_count@v1’, ‘roboflow_core/polygon_visualization@v1’, ‘PolygonVisualization’, ‘roboflow_core/polygon_visualization@v2’, ‘roboflow_core/polygon_zone_visualization@v1’, ‘roboflow_core/qr_code_detector@v1’, ‘QRCodeDetector’, ‘QRCodeDetection’, ‘roboflow_core/roboflow_classification_model@v1’, ‘RoboflowClassificationModel’, ‘ClassificationModel’, ‘roboflow_core/roboflow_custom_metadata@v1’, ‘RoboflowCustomMetadata’, ‘roboflow_core/model_monitoring_inference_aggregator@v1’, ‘roboflow_core/roboflow_dataset_upload@v2’, ‘roboflow_core/roboflow_instance_segmentation_model@v1’, ‘RoboflowInstanceSegmentationModel’, ‘InstanceSegmentationModel’, ‘roboflow_core/roboflow_keypoint_detection_model@v1’, ‘RoboflowKeypointDetectionModel’, ‘KeypointsDetectionModel’, ‘roboflow_core/roboflow_multi_label_classification_model@v1’, ‘RoboflowMultiLabelClassificationModel’, ‘MultiLabelClassificationModel’, ‘roboflow_core/roboflow_object_detection_model@v1’, ‘RoboflowObjectDetectionModel’, ‘ObjectDetectionModel’, ‘roboflow_core/sift@v1’, ‘roboflow_core/sift_comparison@v1’, ‘roboflow_core/sift_comparison@v2’, ‘roboflow_core/segment_anything@v1’, ‘roboflow_core/segment_anything_2_video@v1’, ‘roboflow_core/sam3@v1’, ‘roboflow_core/sam3@v2’, ‘roboflow_core/sam3@v3’, ‘roboflow_core/seg-preview@v1’, ‘roboflow_core/stability_ai_inpainting@v1’, ‘roboflow_core/stability_ai_image_gen@v1’, ‘roboflow_core/stability_ai_outpainting@v1’, ‘roboflow_core/stabilize_detections@v1’, ‘roboflow_core/stitch_images@v1’, ‘roboflow_core/stitch_ocr_detections@v2’, ‘roboflow_core/stitch_ocr_detections@v1’, ‘roboflow_core/template_matching@v1’, ‘roboflow_core/time_in_zone@v1’, ‘roboflow_core/time_in_zone@v2’, ‘roboflow_core/time_in_zone@v3’, ‘roboflow_core/triangle_visualization@v1’, ‘TriangleVisualization’, ‘roboflow_core/text_display@v1’, ‘roboflow_core/vlm_as_classifier@v1’, ‘roboflow_core/vlm_as_detector@v1’, ‘roboflow_core/yolo_world_model@v1’, ‘YoloWorldModel’, ‘YoloWorld’, ‘roboflow_core/keypoint_visualization@v1’, ‘KeypointVisualization’, ‘roboflow_core/data_aggregator@v1’, ‘roboflow_core/detection_event_log@v1’, ‘roboflow_core/csv_formatter@v1’, ‘roboflow_core/email_notification@v1’, ‘roboflow_core/email_notification@v2’, ‘roboflow_core/local_file_sink@v1’, ‘roboflow_core/s3_sink@v1’, ‘roboflow_core/trace_visualization@v1’, ‘roboflow_core/reference_path_visualization@v1’, ‘roboflow_core/byte_tracker@v3’, ‘roboflow_core/trackers_bytetrack@v1’, ‘roboflow_core/trackers_sort@v1’, ‘roboflow_core/trackers_ocsort@v1’, ‘roboflow_core/webhook_sink@v1’, ‘roboflow_core/velocity@v1’, ‘roboflow_core/roboflow_instance_segmentation_model@v2’, ‘roboflow_core/roboflow_instance_segmentation_model@v3’, ‘roboflow_core/roboflow_semantic_segmentation_model@v1’, ‘roboflow_core/roboflow_semantic_segmentation_model@v2’, ‘roboflow_core/roboflow_keypoint_detection_model@v2’, ‘roboflow_core/roboflow_keypoint_detection_model@v3’, ‘roboflow_core/roboflow_classification_model@v2’, ‘roboflow_core/roboflow_classification_model@v3’, ‘roboflow_core/roboflow_multi_label_classification_model@v2’, ‘roboflow_core/roboflow_multi_label_classification_model@v3’, ‘roboflow_core/roboflow_object_detection_model@v2’, ‘roboflow_core/roboflow_object_detection_model@v3’, ‘roboflow_core/vlm_as_classifier@v2’, ‘roboflow_core/vlm_as_detector@v2’, ‘roboflow_core/identify_outliers@v1’, ‘roboflow_core/identify_changes@v1’, ‘roboflow_core/environment_secrets_store@v1’, ‘roboflow_core/slack_notification@v1’, ‘roboflow_core/twilio_sms_notification@v1’, ‘roboflow_core/twilio_sms_notification@v2’, ‘roboflow_core/gaze@v1’, ‘roboflow_core/llama_3_2_vision@v1’, ‘roboflow_core/google_gemma@v1’, ‘roboflow_core/image_slicer@v2’, ‘roboflow_core/qwen25vl@v1’, ‘roboflow_core/qwen3vl@v1’, ‘roboflow_core/qwen3_5vl@v1’, ‘roboflow_core/qwen3_5_openrouter@v1’, ‘roboflow_core/qwen3_6_openrouter@v1’, ‘roboflow_core/openai_compatible@v1’, ‘roboflow_core/kimi_openrouter@v1’, ‘roboflow_core/smolvlm2@v1’, ‘roboflow_core/moondream2@v1’, ‘roboflow_core/overlap@v1’, ‘roboflow_core/onvif_sink@v1’, ‘roboflow_core/roboflow_vision_events@v1’, ‘roboflow_core/glm_ocr@v1’, ‘roboflow_core/easy_ocr@v1’, ‘EasyOCR’, ‘roboflow_core/qr_code_generator@v1’, ‘QRCodeGenerator’, ‘roboflow_core/detections_combine@v1’, ‘roboflow_core/mask_area_measurement@v1’, ‘roboflow_core/mask_edge_snap@v1’, ‘roboflow_core/contrast_enhancement@v1’, ‘roboflow_core/morphological_transformation@v2’, ‘roboflow_enterprise/opc_writer_sink@v1’, ‘mqtt_writer_sink@v1’, ‘roboflow_core/sinks@v1’, ‘roboflow_core/modbus_tcp@v1’, ‘roboflow_core/microsoft_sql_server_sink@v1’, ‘roboflow_enterprise/event_writer_sink@v1’ [type=union_tag_invalid, input_value={‘type’: ‘Filter_Price_Ta…ns_combine.predictions’}, input_type=dict] For further information visit Validation errors | Pydantic Docs
2

Here’s the filter model predictions input to the dynamic block and the input image:

{
  "image": {
    "width": 1536,
    "height": 2048
  },
  "predictions": [
    {
      "width": 82,
      "height": 104,
      "x": 1194,
      "y": 1153,
      "confidence": 0.9274706244468689,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "fedd9a1f-297d-4d64-8480-83ac0198ba24",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 82,
      "height": 91,
      "x": 1059,
      "y": 1155.5,
      "confidence": 0.9205106496810913,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "36eba416-e67f-44c2-ba93-8096d45edda8",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 53,
      "height": 85,
      "x": 826.5,
      "y": 563.5,
      "confidence": 0.9202976822853088,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "b9e2e532-06c4-418f-8b66-79bbc0673d8d",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 66,
      "height": 114,
      "x": 805,
      "y": 1430,
      "confidence": 0.9154438972473145,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "9881a497-a73a-4a1c-a20c-eda0c2b47dd3",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 49,
      "height": 103,
      "x": 24.5,
      "y": 552.5,
      "confidence": 0.9153849482536316,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "f1bf4395-4cc6-4bf3-895c-a28472d3d869",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 69,
      "height": 97,
      "x": 748.5,
      "y": 882.5,
      "confidence": 0.9147670865058899,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "d143fc04-607f-40be-aec1-8ebd088b3a2c",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 83,
      "height": 65,
      "x": 41.5,
      "y": 134.5,
      "confidence": 0.9125820994377136,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "6cf090ba-ff1d-4a7d-a389-6e0ed5496b9d",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 83,
      "height": 111,
      "x": 378.5,
      "y": 563.5,
      "confidence": 0.9082850217819214,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "95a99fa6-07c4-4196-8a3a-5d0cc6e2e1e0",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 83,
      "height": 93,
      "x": 518.5,
      "y": 170.5,
      "confidence": 0.905816376209259,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "93b4f535-6bed-498e-b029-bd9bdf45cfb2",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 81,
      "height": 119,
      "x": 462.5,
      "y": 569.5,
      "confidence": 0.9036484956741333,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "cc517d90-5b0a-4460-b5d5-7d470cf6dbad",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 71,
      "height": 105,
      "x": 1363.5,
      "y": 1895.5,
      "confidence": 0.9034056067466736,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "293c60bb-06e9-4937-99ff-c0801400beef",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 83,
      "height": 110,
      "x": 219.5,
      "y": 885,
      "confidence": 0.9010806083679199,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "e302eeb5-a7aa-40ba-b12d-de0cc1b1d78b",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 83,
      "height": 93,
      "x": 989.5,
      "y": 885.5,
      "confidence": 0.8979443907737732,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "a6ad94ff-e159-4ea2-a5a5-9b5360e47c8a",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 80,
      "height": 118,
      "x": 322,
      "y": 1438,
      "confidence": 0.8976466059684753,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "4980bfa5-8e9e-4323-9dcc-6c9c1e72640c",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 82,
      "height": 106,
      "x": 1223,
      "y": 1424,
      "confidence": 0.897150456905365,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "78aa38b1-bf26-4df8-a68b-fb32b494570b",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 90,
      "height": 104,
      "x": 293,
      "y": 883,
      "confidence": 0.896946907043457,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "7eb2b9c0-0b67-4ed1-8f8a-8d0004023573",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 83,
      "height": 114,
      "x": 1329.5,
      "y": 1674,
      "confidence": 0.8958872556686401,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "e281a48a-b38a-4703-bef7-e17f6b558974",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 66,
      "height": 106,
      "x": 391,
      "y": 1694,
      "confidence": 0.8891874551773071,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "3d9a7798-845a-4fd2-986b-3c5c8dda78ee",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 79,
      "height": 104,
      "x": 1079.5,
      "y": 1425,
      "confidence": 0.8870494961738586,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "75c71498-ae6f-4c7f-8e08-028c17637ec8",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 76,
      "height": 117,
      "x": 133,
      "y": 1441.5,
      "confidence": 0.8815223574638367,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "38fc44c5-0beb-4beb-9f1f-d882fed5a52e",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 98,
      "height": 76,
      "x": 1214,
      "y": 558,
      "confidence": 0.8793728947639465,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "e690772b-0b8d-49a5-9fca-b83f192809a1",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 95,
      "height": 72,
      "x": 1477.5,
      "y": 561,
      "confidence": 0.877407431602478,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "2dbfc5c6-a7a7-4f0f-b4da-360b666e63ad",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 78,
      "height": 38,
      "x": 1496,
      "y": 163,
      "confidence": 0.8767653107643127,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "288e71e1-2d50-49f6-89aa-747d14d39989",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 66,
      "height": 110,
      "x": 1000,
      "y": 1904,
      "confidence": 0.8766524195671082,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "5ed19296-d864-4043-8ff6-bfa0eff822c5",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 95,
      "height": 80,
      "x": 1387.5,
      "y": 562,
      "confidence": 0.8762920498847961,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "ceaad563-0951-4c47-8546-fc4b15616a84",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 53,
      "height": 55,
      "x": 723.5,
      "y": 542.5,
      "confidence": 0.8761715292930603,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "ba85b360-b160-42cc-a9b9-fb1ca0c2bb81",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 53,
      "height": 66,
      "x": 518.5,
      "y": 543,
      "confidence": 0.8752657175064087,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "de2e960f-f72f-411b-ad9a-2c92acbb07db",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 66,
      "height": 113,
      "x": 615,
      "y": 1434.5,
      "confidence": 0.8742594718933105,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "7cea388a-88a7-4168-b8e4-079e69a939b1",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 75,
      "height": 80,
      "x": 155.5,
      "y": 867,
      "confidence": 0.8711139559745789,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "795704a0-c129-479a-9162-225b01f35d7f",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 72,
      "height": 110,
      "x": 965,
      "y": 1681,
      "confidence": 0.8700800538063049,
      "class_id": 0,
      "class": "price_tag",
      "detection_id": "961dc83f-4da3-4f0b-842f-f4349a297f3b",
      "parent_id": "image",
      "root_parent_id": "input"
    },
    {
      "width": 69,
      "height": 38,
      "x": 907.5,
      "y": 533,
      "confidence": 0.8675684928894043,
      "class_id": 0,
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96de9cec-b3b2-43d8-a8d4-471c04fba13d
96de9cec-b3b2-43d8-a8d4-471c04fba13d1920×2560 1.78 MB