Pipeline Instance
API endpoint that allows pipelines to be viewed or edited.
GET /api/v2/ml/pipelines/2/?format=api
{ "id": 2, "details": "https://api.beluga.insectai.org/api/v2/ml/pipelines/2/?format=api", "name": "UK & Denmark moths", "slug": "uk_denmark_moths_2023", "description": "", "algorithms": [ { "id": 2, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/2/?format=api", "name": "FasterRCNN MobileNet for AMI Moth Traps 2023", "key": "fasterrcnn_mobilenet_for_ami_moth_traps_2023", "description": "Model trained on GBIF images and synthetic data in 2023. Slightly less accurate but much faster than other models.", "uri": null, "version": 1, "version_name": "", "task_type": "", "category_map": null, "category_count": null, "created_at": "2023-11-10T02:38:35.903609", "updated_at": "2023-11-10T02:38:35.903625", "user_permissions": [] }, { "id": 7, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/7/?format=api", "name": "FasterRCNN for AMI Moth Traps 2023", "key": "fasterrcnn_for_ami_moth_traps_2023", "description": "", "uri": "https://object-arbutus.cloud.computecanada.ca/ami-models/moths/localization/fasterrcnn_resnet50_fpn_tz53qv9v.pt", "version": 1, "version_name": "1", "task_type": "localization", "category_map": { "id": 594, "details": "https://api.beluga.insectai.org/api/v2/ml/labels/594/?format=api", "user_permissions": [] }, "category_count": null, "created_at": "2023-12-03T04:17:28.047511", "updated_at": "2025-09-01T23:59:06.146225", "user_permissions": [] }, { "id": 3, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/3/?format=api", "name": "Moth / Non-Moth Classifier", "key": "moth_nonmoth_classifier", "description": "Trained on May 6, 2022", "uri": "https://object-arbutus.cloud.computecanada.ca/ami-models/moths/classification/moth-nonmoth_resnet50_20240417_b4fe3efe.pth", "version": 1, "version_name": "", "task_type": "classification", "category_map": { "id": 53, "details": "https://api.beluga.insectai.org/api/v2/ml/labels/53/?format=api", "user_permissions": [] }, "category_count": null, "created_at": "2023-11-10T02:39:00.973947", "updated_at": "2023-11-10T02:40:42.402377", "user_permissions": [] }, { "id": 4, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/4/?format=api", "name": "UK & Denmark Species Classifier", "key": "uk_denmark_species_classifier", "description": "Trained on April 3, 2023 using mix of low & med resolution images.", "uri": null, "version": 2, "version_name": "mixedres", "task_type": "", "category_map": null, "category_count": null, "created_at": "2023-11-10T02:40:34.288060", "updated_at": "2023-11-10T02:40:34.288075", "user_permissions": [] }, { "id": 12, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/12/?format=api", "name": "UK & Denmark Species Classifier - Apr 2024", "key": "uk_denmark_species_classifier_apr_2024", "description": "", "uri": "https://object-arbutus.cloud.computecanada.ca/ami-models/moths/classification/uk-denmark_resnet50_baseline_20240417_55250a8b.pth", "version": 1, "version_name": "", "task_type": "classification", "category_map": { "id": 54, "details": "https://api.beluga.insectai.org/api/v2/ml/labels/54/?format=api", "user_permissions": [] }, "category_count": null, "created_at": "2024-08-30T03:14:58.788591", "updated_at": "2025-01-26T09:59:06.296692", "user_permissions": [] } ], "stages": [ { "key": "localization", "name": "Object Detection", "params": [ { "name": "Model", "key": "algorithm", "category": "algorithm", "value": "FasterRCNN MobileNet for AMI Moth Traps 2023" } ] }, { "key": "binary_classification", "name": "Binary Classification", "params": [ { "name": "Model", "key": "algorithm", "category": "algorithm", "value": "Moth / Non-Moth Detector 2022" } ] }, { "key": "fine_grained_classification", "name": "Fine-grained Species Classification", "params": [ { "name": "Model", "key": "algorithm", "category": "algorithm", "value": "Default" } ] }, { "key": "tracking", "name": "Occurrence Tracking", "params": [ { "name": "Model", "key": "algorithm", "category": "algorithm", "value": "Default" } ] } ], "processing_services": [ { "name": "AMI Data Companion", "id": 1, "details": "https://api.beluga.insectai.org/api/v2/ml/processing_services/1/?format=api", "endpoint_url": "https://ml.dev.insectai.org", "is_async": false, "last_seen": "2026-04-03T10:00:00.066601", "last_seen_live": true, "created_at": "2025-01-26T10:39:37.779369", "updated_at": "2026-04-01T16:57:36.777465", "user_permissions": [] }, { "name": "https://ml-05.dev.insectai.org", "id": 3, "details": "https://api.beluga.insectai.org/api/v2/ml/processing_services/3/?format=api", "endpoint_url": "https://ml-05.dev.insectai.org", "is_async": false, "last_seen": "2026-04-03T10:00:17.739897", "last_seen_live": false, "created_at": "2025-10-13T04:12:18.337908", "updated_at": "2025-10-13T04:12:22.536012", "user_permissions": [] }, { "name": "Worker on ml-05 (ami-ml-gpu-5)", "id": 6, "details": "https://api.beluga.insectai.org/api/v2/ml/processing_services/6/?format=api", "endpoint_url": null, "is_async": true, "last_seen": "2026-04-01T18:40:51.509975", "last_seen_live": false, "created_at": "2026-04-01T17:08:12.177139", "updated_at": "2026-04-01T17:08:12.177154", "user_permissions": [] }, { "name": "PSv2 on BEAST (LINUXVISION)", "id": 5, "details": "https://api.beluga.insectai.org/api/v2/ml/processing_services/5/?format=api", "endpoint_url": null, "is_async": true, "last_seen": "2026-04-01T18:40:51.509975", "last_seen_live": false, "created_at": "2026-04-01T17:02:21.248670", "updated_at": "2026-04-01T17:02:21.248693", "user_permissions": [] } ], "project_pipeline_configs": [ { "id": 145, "project": "https://api.beluga.insectai.org/api/v2/projects/20/?format=api", "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/2/?format=api", "enabled": true, "config": {}, "user_permissions": [] }, { "id": 146, "project": "https://api.beluga.insectai.org/api/v2/projects/18/?format=api", "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/2/?format=api", "enabled": true, "config": {}, "user_permissions": [] }, { "id": 147, "project": "https://api.beluga.insectai.org/api/v2/projects/23/?format=api", "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/2/?format=api", "enabled": true, "config": {}, "user_permissions": [] }, { "id": 148, "project": "https://api.beluga.insectai.org/api/v2/projects/1/?format=api", "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/2/?format=api", 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