Pipeline Instance – Django REST framework

API endpoint that allows pipelines to be viewed or edited.

GET /api/v2/ml/pipelines/5/?format=api

HTTP 200 OK
Allow: GET, PUT, PATCH, DELETE, HEAD, OPTIONS
Content-Type: application/json
Vary: Accept

{
    "id": 5,
    "details": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
    "name": "Costa Rica moths",
    "slug": "costa_rica_moths_turing_2024",
    "description": "",
    "algorithms": [
        {
            "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": 9,
            "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/9/?format=api",
            "name": "Turing Costa Rica Species Classifier",
            "key": "turing_costa_rica_species_classifier",
            "description": "",
            "uri": "https://object-arbutus.cloud.computecanada.ca/ami-models/moths/classification/turing-costarica_v03_resnet50_2024-06-04-16-17_state.pt",
            "version": 1,
            "version_name": "",
            "task_type": "classification",
            "category_map": {
                "id": 44,
                "details": "https://api.beluga.insectai.org/api/v2/ml/labels/44/?format=api",
                "user_permissions": []
            },
            "category_count": null,
            "created_at": "2024-08-28T22:12:30.328866",
            "updated_at": "2025-01-26T09:59:06.293113",
            "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": 25,
            "project": "https://api.beluga.insectai.org/api/v2/projects/20/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 26,
            "project": "https://api.beluga.insectai.org/api/v2/projects/18/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 27,
            "project": "https://api.beluga.insectai.org/api/v2/projects/23/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 28,
            "project": "https://api.beluga.insectai.org/api/v2/projects/1/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 29,
            "project": "https://api.beluga.insectai.org/api/v2/projects/16/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 30,
            "project": "https://api.beluga.insectai.org/api/v2/projects/24/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 31,
            "project": "https://api.beluga.insectai.org/api/v2/projects/79/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 32,
            "project": "https://api.beluga.insectai.org/api/v2/projects/45/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 33,
            "project": "https://api.beluga.insectai.org/api/v2/projects/46/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 34,
            "project": "https://api.beluga.insectai.org/api/v2/projects/67/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 35,
            "project": "https://api.beluga.insectai.org/api/v2/projects/84/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 36,
            "project": "https://api.beluga.insectai.org/api/v2/projects/49/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 37,
            "project": "https://api.beluga.insectai.org/api/v2/projects/4/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 38,
            "project": "https://api.beluga.insectai.org/api/v2/projects/38/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 39,
            "project": "https://api.beluga.insectai.org/api/v2/projects/39/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 40,
            "project": "https://api.beluga.insectai.org/api/v2/projects/44/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 41,
            "project": "https://api.beluga.insectai.org/api/v2/projects/47/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 42,
            "project": "https://api.beluga.insectai.org/api/v2/projects/85/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 43,
            "project": "https://api.beluga.insectai.org/api/v2/projects/86/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 44,
            "project": "https://api.beluga.insectai.org/api/v2/projects/87/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 45,
            "project": "https://api.beluga.insectai.org/api/v2/projects/88/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 46,
            "project": "https://api.beluga.insectai.org/api/v2/projects/90/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 47,
            "project": "https://api.beluga.insectai.org/api/v2/projects/91/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 48,
            "project": "https://api.beluga.insectai.org/api/v2/projects/105/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 275,
            "project": "https://api.beluga.insectai.org/api/v2/projects/110/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 285,
            "project": "https://api.beluga.insectai.org/api/v2/projects/111/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        },
        {
            "id": 295,
            "project": "https://api.beluga.insectai.org/api/v2/projects/112/?format=api",
            "pipeline": "https://api.beluga.insectai.org/api/v2/ml/pipelines/5/?format=api",
            "enabled": true,
            "config": {},
            "user_permissions": []
        }
    ],
    "created_at": "2024-08-28T21:59:48.799656",
    "updated_at": "2026-04-01T17:09:36.675482",
    "user_permissions": []
}