Algorithm List
API endpoint that allows algorithm (ML models) to be viewed or edited.
GET /api/v2/ml/algorithms/?format=api&ordering=description
{ "count": 16, "next": null, "previous": null, "results": [ { "id": 10, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/10/?format=api", "name": "Quebec & Vermont Species Classifier - Apr 2024", "key": "quebec_vermont_species_classifier_apr_2024", "description": "", "uri": "https://object-arbutus.cloud.computecanada.ca/ami-models/moths/classification/quebec-vermont_resnet50_baseline_20240417_950de764.pth", "version": 1, "version_name": "", "task_type": "classification", "category_map": { "id": 12, "details": "https://api.beluga.insectai.org/api/v2/ml/labels/12/?format=api", "user_permissions": [] }, "category_count": 2497, "created_at": "2024-08-30T01:50:43.438725", "updated_at": "2025-01-26T09:59:06.287572", "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": 0, "created_at": "2023-12-03T04:17:28.047511", "updated_at": "2025-09-01T23:59:06.146225", "user_permissions": [] }, { "id": 6, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/6/?format=api", "name": "Quebec & Vermont Species Classifier", "key": "quebec_vermont_species_classifier", "description": "", "uri": null, "version": 1, "version_name": "", "task_type": "", "category_map": null, "category_count": null, "created_at": "2023-11-23T14:32:43.258973", "updated_at": "2025-01-26T09:59:06.284922", "user_permissions": [] }, { "id": 8, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/8/?format=api", "name": "Global Species Classifier 2024", "key": "global_species_classifier_2024", "description": "", "uri": null, "version": 1, "version_name": "", "task_type": "", "category_map": null, "category_count": null, "created_at": "2024-08-28T22:03:47.009838", "updated_at": "2025-01-26T09:59:06.279631", "user_permissions": [] }, { "id": 5, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/5/?format=api", "name": "FasterRCNN - MobileNet for AMI Moth Traps 2023", "key": "fasterrcnn_mobilenet_for_ami_moth_traps_2023_srdkdq", "description": "", "uri": null, "version": 1, "version_name": "", "task_type": "", "category_map": null, "category_count": null, "created_at": "2023-11-23T14:32:40.909941", "updated_at": "2025-01-26T09:59:06.251256", "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": 5952, "created_at": "2024-08-28T22:12:30.328866", "updated_at": "2025-01-26T09:59:06.293113", "user_permissions": [] }, { "id": 15, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/15/?format=api", "name": "Turing Kenya and Uganda Species Classifier", "key": "turing_kenya_and_uganda_species_classifier", "description": "", "uri": "https://object-arbutus.cloud.computecanada.ca/ami-models/moths/classification/turing-kenya-uganda_v01_resnet50_2024-11-19-18-44_state.pt", "version": 1, "version_name": "1", "task_type": "classification", "category_map": { "id": 46, "details": "https://api.beluga.insectai.org/api/v2/ml/labels/46/?format=api", "user_permissions": [] }, "category_count": 3045, "created_at": "2025-04-25T11:48:05.204913", "updated_at": "2025-04-25T11:48:05.204923", "user_permissions": [] }, { "id": 16, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/16/?format=api", "name": "Insect Order Classifier", "key": "insect_order_classifier", "description": "", "uri": "https://object-arbutus.cloud.computecanada.ca/ami-models/insect_orders/convnext_tiny_in22k_worder0.5_wbinary0.5_run2_checkpoint.pt", "version": 1, "version_name": "1", "task_type": "classification", "category_map": { "id": 48, "details": "https://api.beluga.insectai.org/api/v2/ml/labels/48/?format=api", "user_permissions": [] }, "category_count": 16, "created_at": "2025-04-25T11:48:06.379138", "updated_at": "2025-04-25T11:48:06.379148", "user_permissions": [] }, { "id": 14, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/14/?format=api", "name": "Panama Species Classifier - Apr 2024", "key": "panama_species_classifier_apr_2024", "description": "", "uri": "https://object-arbutus.cloud.computecanada.ca/ami-models/moths/classification/panama_resnet50_baseline_20240417_edbb46dd.pth", "version": 1, "version_name": "1", "task_type": "classification", "category_map": { "id": 50, "details": "https://api.beluga.insectai.org/api/v2/ml/labels/50/?format=api", "user_permissions": [] }, "category_count": 636, "created_at": "2025-01-26T10:39:41.816406", "updated_at": "2025-01-26T10:39:41.816416", "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": 2603, "created_at": "2024-08-30T03:14:58.788591", "updated_at": "2025-01-26T09:59:06.296692", "user_permissions": [] }, { "id": 13, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/13/?format=api", "name": "Turing Anguilla Species Classifier", "key": "turing_anguilla_species_classifier", "description": "", "uri": "https://object-arbutus.cloud.computecanada.ca/ami-models/moths/classification/turing-anguilla_v01_resnet50_2024-06-28-17-01_state.pt", "version": 1, "version_name": "", "task_type": "classification", "category_map": { "id": 45, "details": "https://api.beluga.insectai.org/api/v2/ml/labels/45/?format=api", "user_permissions": [] }, "category_count": 79, "created_at": "2024-11-05T20:35:03.689172", "updated_at": "2025-01-26T09:59:06.290353", "user_permissions": [] }, { "id": 11, "details": "https://api.beluga.insectai.org/api/v2/ml/algorithms/11/?format=api", "name": "Global Species Classifier - Aug 2024", "key": "global_species_classifier_aug_2024", "description": "", "uri": "https://object-arbutus.cloud.computecanada.ca/ami-models/moths/classification/global_resnet50_20240828_b06d3b3a.pth", "version": 1, "version_name": "", "task_type": "classification", "category_map": { "id": 33, "details": "https://api.beluga.insectai.org/api/v2/ml/labels/33/?format=api", "user_permissions": [] }, "category_count": 29176, "created_at": "2024-08-30T01:53:09.681328", "updated_at": "2025-01-26T09:59:06.276712", "user_permissions": [] }, { "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": 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": 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": 2, "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": 1060, "created_at": "2023-11-10T02:36:32.989610", "updated_at": "2023-11-10T02:39:32.278115", "user_permissions": [] } ], "user_permissions": [] }