API endpoint that allows pipelines to be viewed or edited.

GET /api/v2/ml/pipelines/1/?format=api
HTTP 200 OK
Allow: GET, PUT, PATCH, DELETE, HEAD, OPTIONS
Content-Type: application/json
Vary: Accept

{
    "id": 1,
    "details": "https://api.beluga.insectai.org/api/v2/ml/pipelines/1/?format=api",
    "name": "Panama moths",
    "slug": "panama_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": 1,
            "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/1/?format=api",
            "name": "Panama Species Classifier 2023",
            "key": "panama_species_classifier_2023",
            "description": "Trained on November 09, 2023 using a corrected species list of 1036 classes.",
            "uri": "https://object-arbutus.cloud.computecanada.ca/ami-models/moths/classification/panama_resetnet50_best_5aeb515a.pth",
            "version": 1,
            "version_name": "9270f84a",
            "task_type": "classification",
            "category_map": {
                "id": 51,
                "details": "https://api.beluga.insectai.org/api/v2/ml/labels/51/?format=api",
                "user_permissions": []
            },
            "category_count": null,
            "created_at": "2023-11-10T02:36:32.989610",
            "updated_at": "2023-11-10T02:39:32.278115",
            "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": 97,
            "project": "https://api.beluga.insectai.org/api/v2/projects/20/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/1/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 98,
            "project": "https://api.beluga.insectai.org/api/v2/projects/18/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/1/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 99,
            "project": "https://api.beluga.insectai.org/api/v2/projects/23/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/1/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 100,
            "project": "https://api.beluga.insectai.org/api/v2/projects/1/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/1/?format=api",
            "enabled": true,
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        {
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}