models.json

{
  "schema": 1,
  "repo": "tphakala/BirdNET-Geomodel",
  "family": "birdnet-geomodel",
  "updated": "2026-07-24",
  "naming": "legacy names, frozen; new files follow <family>-<upstream>[-<region>]-<variant>-b<build>.<ext>",
  "selection": {
    "x86-64/onnxruntime": "birdnet-geomodel-v3.0-fp32.onnx",
    "x86-64/openvino-cpu": "birdnet-geomodel-v3.0-fp32.onnx",
    "aarch64/onnxruntime": "birdnet-geomodel-v3.0-fp32.onnx"
  },
  "notes": "VERSION MISMATCH, kept for backward compatibility: the files named birdnet-geomodel-v3.0-* actually contain BirdNET Geomodel V3.0.2 weights. The upstream_version field is authoritative (3.0.2); the filename is not. Under the current naming scheme these would be birdnet-geomodel-v3.0.2-<variant>-b1.onnx. The files are frozen because released clients pin their checksums.",
  "models": [
    {
      "path": "BirdNET+_Geomodel_V3.0.2_Global_12K_FP16.onnx",
      "family": "birdnet-geomodel",
      "role": "range-filter",
      "upstream_version": "3.0.2",
      "upstream_source": "https://github.com/birdnet-team/geomodel/releases/tag/v3.0.2",
      "build": 1,
      "legacy": true,
      "variant": "fp16",
      "precision": "fp16",
      "region": null,
      "classes": 12012,
      "labels": "geomodel_v3.0.2_labels.txt",
      "taxonomy": "taxonomy.csv",
      "input": {
        "shape": [
          "batch",
          3
        ],
        "dtype": "float32",
        "fields": [
          "latitude",
          "longitude",
          "week"
        ],
        "note": "week is 1-48; output is a per-species occurrence probability (sigmoid)"
      },
      "outputs": [
        {
          "name": "probabilities",
          "shape": [
            "batch",
            12012
          ],
          "activation": "sigmoid"
        }
      ],
      "backends": {
        "onnxruntime-cpu": {
          "supported": true,
          "recommended": true
        },
        "openvino-cpu": {
          "supported": true,
          "recommended": true
        },
        "openvino-gpu": {
          "supported": true,
          "recommended": false
        },
        "cuda": {
          "supported": true,
          "recommended": false
        },
        "tensorrt": {
          "supported": true,
          "recommended": false
        }
      },
      "backend_support_verified": false,
      "sha256": "2bc5a9b1e7c24115730015a97dbb688e9e8cd49c02c34a011439182c65ef0017",
      "size_bytes": 7483473,
      "superseded_by": null,
      "notes": "upstream filename as published by the BirdNET team"
    },
    {
      "path": "birdnet-geomodel-v3.0-fp32.onnx",
      "family": "birdnet-geomodel",
      "role": "range-filter",
      "upstream_version": "3.0.2",
      "upstream_source": "https://github.com/birdnet-team/geomodel/releases/tag/v3.0.2",
      "build": 1,
      "legacy": true,
      "variant": "fp32",
      "precision": "fp32",
      "region": null,
      "classes": 12012,
      "labels": "geomodel_v3.0.2_labels.txt",
      "taxonomy": "taxonomy.csv",
      "input": {
        "shape": [
          "batch",
          3
        ],
        "dtype": "float32",
        "fields": [
          "latitude",
          "longitude",
          "week"
        ],
        "note": "week is 1-48; output is a per-species occurrence probability (sigmoid)"
      },
      "outputs": [
        {
          "name": "probabilities",
          "shape": [
            "batch",
            12012
          ],
          "activation": "sigmoid"
        }
      ],
      "backends": {
        "onnxruntime-cpu": {
          "supported": true,
          "recommended": true
        },
        "openvino-cpu": {
          "supported": true,
          "recommended": true
        },
        "openvino-gpu": {
          "supported": true,
          "recommended": false
        },
        "cuda": {
          "supported": true,
          "recommended": false
        },
        "tensorrt": {
          "supported": true,
          "recommended": false
        }
      },
      "backend_support_verified": true,
      "sha256": "b151f680a47de5371f39b3df129aea5946ac6baa039582274f833b42eaf992ea",
      "size_bytes": 14700313,
      "superseded_by": null
    },
    {
      "path": "birdnet-geomodel-v3.0-fp16.onnx",
      "family": "birdnet-geomodel",
      "role": "range-filter",
      "upstream_version": "3.0.2",
      "upstream_source": "https://github.com/birdnet-team/geomodel/releases/tag/v3.0.2",
      "build": 1,
      "legacy": true,
      "variant": "fp16",
      "precision": "fp16",
      "region": null,
      "classes": 12012,
      "labels": "geomodel_v3.0.2_labels.txt",
      "taxonomy": "taxonomy.csv",
      "input": {
        "shape": [
          "batch",
          3
        ],
        "dtype": "float32",
        "fields": [
          "latitude",
          "longitude",
          "week"
        ],
        "note": "week is 1-48; output is a per-species occurrence probability (sigmoid)"
      },
      "outputs": [
        {
          "name": "probabilities",
          "shape": [
            "batch",
            12012
          ],
          "activation": "sigmoid"
        }
      ],
      "backends": {
        "onnxruntime-cpu": {
          "supported": true,
          "recommended": true
        },
        "openvino-cpu": {
          "supported": true,
          "recommended": true
        },
        "openvino-gpu": {
          "supported": true,
          "recommended": false
        },
        "cuda": {
          "supported": true,
          "recommended": false
        },
        "tensorrt": {
          "supported": true,
          "recommended": false
        }
      },
      "backend_support_verified": false,
      "sha256": "2bc5a9b1e7c24115730015a97dbb688e9e8cd49c02c34a011439182c65ef0017",
      "size_bytes": 7483473,
      "superseded_by": null
    }
  ]
}