Update catalog metadata for tropical Africa tiles (west/central/east-africa)

README.md

@@ -159,11 +159,14 @@ grouping.
 | region | coverage | classes | fp32 MB | fp16 MB |
 |---|---|---:|---:|---:|
 | `cape-verde` | <img src="regional/cape-verde/coverage.png" width="210"> | 143 | 124.4 | 62.4 |
+| `central-africa` | <img src="regional/central-africa/coverage.png" width="210"> | 1505 | 176.0 | 88.1 |
+| `east-africa` | <img src="regional/east-africa/coverage.png" width="210"> | 1784 | 186.6 | 93.4 |
 | `mauritius` | <img src="regional/mauritius/coverage.png" width="210"> | 72 | 121.7 | 61.0 |
 | `reunion` | <img src="regional/reunion/coverage.png" width="210"> | 73 | 121.8 | 61.1 |
 | `sao-tome-principe` | <img src="regional/sao-tome-principe/coverage.png" width="210"> | 110 | 123.2 | 61.8 |
 | `seychelles` | <img src="regional/seychelles/coverage.png" width="210"> | 115 | 123.3 | 61.9 |
 | `southern-africa` | <img src="regional/southern-africa/coverage.png" width="210"> | 802 | 149.4 | 74.9 |
+| `west-africa` | <img src="regional/west-africa/coverage.png" width="210"> | 994 | 156.7 | 78.4 |
 
 ### Oceania
 

SHA256SUMS

@@ -241,3 +241,21 @@ df505068f6a4c36a65c40251766a46d229414ce27bdabaa2646b20aba310bbef  regional/canad
 cfeedb34ac7dba1a6398029228d2a8188418397dd05a4e2707320df868214c1d  regional/canada-alaska/birdnet-v3.0-preview3.1-canada-alaska-labels-b1.txt
 7fd24a9daa4cb3d45535ae7632ddf087a316f34965e01539e501060074c7ecfb  regional/canada-alaska/coverage.png
 2f19c0ec10d70a31376efa64a9f2dd182fcd0463ca0f4c1f6e61060b1e0c95d3  regional/canada-alaska/metadata.json
+e3facc454243ba6712ab3262d8ef845bc00c12137af3f08098827342ec6a8020  regional/west-africa/birdnet-v3.0-preview3.1-west-africa-fp32-b1.onnx
+7a6b6f2527bdd18815e962d5e3902a358664a752486c4d9703fb0345a98d9bea  regional/west-africa/birdnet-v3.0-preview3.1-west-africa-fp16-b1.onnx
+d271e67bf341127fdbdc7dd89baca01c73249ae8afa1571457fdb98d51f9b8ea  regional/west-africa/birdnet-v3.0-preview3.1-west-africa-indices-b1.txt
+95e843ebda0c7db8a382eadff9b001ede053dbf2f822160c7bbb05eff0320b59  regional/west-africa/birdnet-v3.0-preview3.1-west-africa-labels-b1.txt
+d7b981a477e882f10be7c5472bd2736ec1a81767aa37045bcf15d6ebe4b48217  regional/west-africa/coverage.png
+63a5e7d68d2f8ad35edea134908afcb6eb38d997d5ff1be75bc0825c640064cd  regional/west-africa/metadata.json
+50b0739ba41d9eb3a84b29812087dafc0ea4e1457e8845892fc9659d2cc66399  regional/central-africa/birdnet-v3.0-preview3.1-central-africa-fp32-b1.onnx
+6a8389564e0b861f581350df4668cee5874a9bf6f5a02f51c4baab3cbc6e6d3b  regional/central-africa/birdnet-v3.0-preview3.1-central-africa-fp16-b1.onnx
+4da433c6a76582406467f62d56c89cbef78d3a87d158bddfeaefa0bcd8bd20e5  regional/central-africa/birdnet-v3.0-preview3.1-central-africa-indices-b1.txt
+13fb3701a59e5b9fcde3aaf4fa9e48914643e14102ae273e942498e10409a76b  regional/central-africa/birdnet-v3.0-preview3.1-central-africa-labels-b1.txt
+a2f8e4986da70b42329f81ad597bdd879f8f999150233e948edda9a0d09b27cb  regional/central-africa/coverage.png
+455a05153ab69636e33ccc37b99173826334e1d884a32b65947844d9106b0423  regional/central-africa/metadata.json
+91962150cf2fc8171fe282d106c070ba7ba118604e5a2b8e79059a18f1a0de18  regional/east-africa/birdnet-v3.0-preview3.1-east-africa-fp32-b1.onnx
+4909eb67467907c7bea5f454e3c94d1161d521b465f90d6f8f2755857dff2da1  regional/east-africa/birdnet-v3.0-preview3.1-east-africa-fp16-b1.onnx
+211030f8f2f80628d8306f8d576bd59e18a687f625c3168e6cfa5f392aa927d5  regional/east-africa/birdnet-v3.0-preview3.1-east-africa-indices-b1.txt
+8f8c798043919c93e487c01057f807a00f40830f997a99edc74a7ab1df7e99f2  regional/east-africa/birdnet-v3.0-preview3.1-east-africa-labels-b1.txt
+1c37edf74c252695b4f1595daba74f88333fe28323e8fd1ffa12f9b911cdfe1f  regional/east-africa/coverage.png
+2beee71acc82a115d75cf35d174ff8cad329aff0393def45412f74c0032738c2  regional/east-africa/metadata.json

models.json

@@ -2,7 +2,7 @@
   "schema": 2,
   "repo": "tphakala/BirdNET-v3.0-Models",
   "family": "birdnet",
-  "updated": "2026-07-24",
+  "updated": "2026-09-03",
   "family_meta": {
     "display_name": "BirdNET v3.0",
     "description": "Global wildlife classifier using the BirdNET v3.0 architecture (11,560 species, birds and other fauna; scientific and common names)",
@@ -6935,6 +6935,504 @@
           "openvino-gpu-intel-gen12"
         ]
       }
+    },
+    {
+      "path": "regional/west-africa/birdnet-v3.0-preview3.1-west-africa-fp32-b1.onnx",
+      "family": "birdnet",
+      "upstream_version": "3.0-preview3.1",
+      "upstream_source": "https://zenodo.org/records/20703646",
+      "build": 1,
+      "variant": "fp32",
+      "precision": "fp32",
+      "region": "west-africa",
+      "classes": 994,
+      "labels": "regional/west-africa/birdnet-v3.0-preview3.1-west-africa-labels-b1.txt",
+      "input": {
+        "sample_rate": 32000,
+        "window_seconds": 5,
+        "samples": 160000,
+        "shape": [
+          "batch",
+          160000
+        ],
+        "dtype": "float32"
+      },
+      "outputs": [
+        {
+          "name": "predictions",
+          "shape": [
+            "batch",
+            994
+          ],
+          "activation": "sigmoid",
+          "multi_label": true
+        },
+        {
+          "name": "embeddings",
+          "shape": [
+            "batch",
+            1280
+          ]
+        }
+      ],
+      "backends": {
+        "onnxruntime-cpu": {
+          "supported": true,
+          "recommended": true
+        },
+        "openvino-cpu": {
+          "supported": true,
+          "recommended": true
+        },
+        "openvino-gpu": {
+          "supported": true,
+          "recommended": false
+        },
+        "cuda": {
+          "supported": true,
+          "recommended": true
+        },
+        "tensorrt": {
+          "supported": true,
+          "recommended": true
+        }
+      },
+      "graph": {
+        "gpu_native": true,
+        "has_stft_op": false,
+        "dynamic_batch": true,
+        "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel"
+      },
+      "benchmarks": [],
+      "sha256": "e3facc454243ba6712ab3262d8ef845bc00c12137af3f08098827342ec6a8020",
+      "size_bytes": 156671035,
+      "legacy": false,
+      "superseded_by": null,
+      "indices": "regional/west-africa/birdnet-v3.0-preview3.1-west-africa-indices-b1.txt",
+      "validation": {
+        "max_abs_diff_vs_global": 2.3283064365386963e-07,
+        "numerically_identical_on_kept_classes": true
+      },
+      "requirements": {
+        "min_ram_mb": 400
+      }
+    },
+    {
+      "path": "regional/west-africa/birdnet-v3.0-preview3.1-west-africa-fp16-b1.onnx",
+      "family": "birdnet",
+      "upstream_version": "3.0-preview3.1",
+      "upstream_source": "https://zenodo.org/records/20703646",
+      "build": 1,
+      "variant": "fp16",
+      "precision": "fp16",
+      "region": "west-africa",
+      "classes": 994,
+      "labels": "regional/west-africa/birdnet-v3.0-preview3.1-west-africa-labels-b1.txt",
+      "input": {
+        "sample_rate": 32000,
+        "window_seconds": 5,
+        "samples": 160000,
+        "shape": [
+          "batch",
+          160000
+        ],
+        "dtype": "float32"
+      },
+      "outputs": [
+        {
+          "name": "predictions",
+          "shape": [
+            "batch",
+            994
+          ],
+          "activation": "sigmoid",
+          "multi_label": true
+        },
+        {
+          "name": "embeddings",
+          "shape": [
+            "batch",
+            1280
+          ]
+        }
+      ],
+      "backends": {
+        "onnxruntime-cpu": {
+          "supported": true,
+          "recommended": false,
+          "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving"
+        },
+        "openvino-cpu": {
+          "supported": true,
+          "recommended": false
+        },
+        "openvino-gpu": {
+          "supported": true,
+          "recommended": true
+        },
+        "cuda": {
+          "supported": true,
+          "recommended": true
+        },
+        "tensorrt": {
+          "supported": true,
+          "recommended": true
+        }
+      },
+      "graph": {
+        "gpu_native": true,
+        "has_stft_op": false,
+        "dynamic_batch": true,
+        "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel"
+      },
+      "benchmarks": [],
+      "sha256": "7a6b6f2527bdd18815e962d5e3902a358664a752486c4d9703fb0345a98d9bea",
+      "size_bytes": 78412172,
+      "legacy": false,
+      "superseded_by": null,
+      "indices": "regional/west-africa/birdnet-v3.0-preview3.1-west-africa-indices-b1.txt",
+      "validation": {
+        "max_abs_diff_vs_global": 2.3283064365386963e-07,
+        "numerically_identical_on_kept_classes": true
+      },
+      "requirements": {
+        "min_ram_mb": 400,
+        "excludes": [
+          "openvino-gpu-intel-gen12"
+        ]
+      }
+    },
+    {
+      "path": "regional/central-africa/birdnet-v3.0-preview3.1-central-africa-fp32-b1.onnx",
+      "family": "birdnet",
+      "upstream_version": "3.0-preview3.1",
+      "upstream_source": "https://zenodo.org/records/20703646",
+      "build": 1,
+      "variant": "fp32",
+      "precision": "fp32",
+      "region": "central-africa",
+      "classes": 1505,
+      "labels": "regional/central-africa/birdnet-v3.0-preview3.1-central-africa-labels-b1.txt",
+      "input": {
+        "sample_rate": 32000,
+        "window_seconds": 5,
+        "samples": 160000,
+        "shape": [
+          "batch",
+          160000
+        ],
+        "dtype": "float32"
+      },
+      "outputs": [
+        {
+          "name": "predictions",
+          "shape": [
+            "batch",
+            1505
+          ],
+          "activation": "sigmoid",
+          "multi_label": true
+        },
+        {
+          "name": "embeddings",
+          "shape": [
+            "batch",
+            1280
+          ]
+        }
+      ],
+      "backends": {
+        "onnxruntime-cpu": {
+          "supported": true,
+          "recommended": true
+        },
+        "openvino-cpu": {
+          "supported": true,
+          "recommended": true
+        },
+        "openvino-gpu": {
+          "supported": true,
+          "recommended": false
+        },
+        "cuda": {
+          "supported": true,
+          "recommended": true
+        },
+        "tensorrt": {
+          "supported": true,
+          "recommended": true
+        }
+      },
+      "graph": {
+        "gpu_native": true,
+        "has_stft_op": false,
+        "dynamic_batch": true,
+        "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel"
+      },
+      "benchmarks": [],
+      "sha256": "50b0739ba41d9eb3a84b29812087dafc0ea4e1457e8845892fc9659d2cc66399",
+      "size_bytes": 176042023,
+      "legacy": false,
+      "superseded_by": null,
+      "indices": "regional/central-africa/birdnet-v3.0-preview3.1-central-africa-indices-b1.txt",
+      "validation": {
+        "max_abs_diff_vs_global": 1.30385160446167e-07,
+        "numerically_identical_on_kept_classes": true
+      },
+      "requirements": {
+        "min_ram_mb": 400
+      }
+    },
+    {
+      "path": "regional/central-africa/birdnet-v3.0-preview3.1-central-africa-fp16-b1.onnx",
+      "family": "birdnet",
+      "upstream_version": "3.0-preview3.1",
+      "upstream_source": "https://zenodo.org/records/20703646",
+      "build": 1,
+      "variant": "fp16",
+      "precision": "fp16",
+      "region": "central-africa",
+      "classes": 1505,
+      "labels": "regional/central-africa/birdnet-v3.0-preview3.1-central-africa-labels-b1.txt",
+      "input": {
+        "sample_rate": 32000,
+        "window_seconds": 5,
+        "samples": 160000,
+        "shape": [
+          "batch",
+          160000
+        ],
+        "dtype": "float32"
+      },
+      "outputs": [
+        {
+          "name": "predictions",
+          "shape": [
+            "batch",
+            1505
+          ],
+          "activation": "sigmoid",
+          "multi_label": true
+        },
+        {
+          "name": "embeddings",
+          "shape": [
+            "batch",
+            1280
+          ]
+        }
+      ],
+      "backends": {
+        "onnxruntime-cpu": {
+          "supported": true,
+          "recommended": false,
+          "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving"
+        },
+        "openvino-cpu": {
+          "supported": true,
+          "recommended": false
+        },
+        "openvino-gpu": {
+          "supported": true,
+          "recommended": true
+        },
+        "cuda": {
+          "supported": true,
+          "recommended": true
+        },
+        "tensorrt": {
+          "supported": true,
+          "recommended": true
+        }
+      },
+      "graph": {
+        "gpu_native": true,
+        "has_stft_op": false,
+        "dynamic_batch": true,
+        "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel"
+      },
+      "benchmarks": [],
+      "sha256": "6a8389564e0b861f581350df4668cee5874a9bf6f5a02f51c4baab3cbc6e6d3b",
+      "size_bytes": 88097666,
+      "legacy": false,
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+      "indices": "regional/central-africa/birdnet-v3.0-preview3.1-central-africa-indices-b1.txt",
+      "validation": {
+        "max_abs_diff_vs_global": 1.30385160446167e-07,
+        "numerically_identical_on_kept_classes": true
+      },
+      "requirements": {
+        "min_ram_mb": 400,
+        "excludes": [
+          "openvino-gpu-intel-gen12"
+        ]
+      }
+    },
+    {
+      "path": "regional/east-africa/birdnet-v3.0-preview3.1-east-africa-fp32-b1.onnx",
+      "family": "birdnet",
+      "upstream_version": "3.0-preview3.1",
+      "upstream_source": "https://zenodo.org/records/20703646",
+      "build": 1,
+      "variant": "fp32",
+      "precision": "fp32",
+      "region": "east-africa",
+      "classes": 1784,
+      "labels": "regional/east-africa/birdnet-v3.0-preview3.1-east-africa-labels-b1.txt",
+      "input": {
+        "sample_rate": 32000,
+        "window_seconds": 5,
+        "samples": 160000,
+        "shape": [
+          "batch",
+          160000
+        ],
+        "dtype": "float32"
+      },
+      "outputs": [
+        {
+          "name": "predictions",
+          "shape": [
+            "batch",
+            1784
+          ],
+          "activation": "sigmoid",
+          "multi_label": true
+        },
+        {
+          "name": "embeddings",
+          "shape": [
+            "batch",
+            1280
+          ]
+        }
+      ],
+      "backends": {
+        "onnxruntime-cpu": {
+          "supported": true,
+          "recommended": true
+        },
+        "openvino-cpu": {
+          "supported": true,
+          "recommended": true
+        },
+        "openvino-gpu": {
+          "supported": true,
+          "recommended": false
+        },
+        "cuda": {
+          "supported": true,
+          "recommended": true
+        },
+        "tensorrt": {
+          "supported": true,
+          "recommended": true
+        }
+      },
+      "graph": {
+        "gpu_native": true,
+        "has_stft_op": false,
+        "dynamic_batch": true,
+        "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel"
+      },
+      "benchmarks": [],
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+      "size_bytes": 186618355,
+      "legacy": false,
+      "superseded_by": null,
+      "indices": "regional/east-africa/birdnet-v3.0-preview3.1-east-africa-indices-b1.txt",
+      "validation": {
+        "max_abs_diff_vs_global": 2.3283064365386963e-07,
+        "numerically_identical_on_kept_classes": true
+      },
+      "requirements": {
+        "min_ram_mb": 450
+      }
+    },
+    {
+      "path": "regional/east-africa/birdnet-v3.0-preview3.1-east-africa-fp16-b1.onnx",
+      "family": "birdnet",
+      "upstream_version": "3.0-preview3.1",
+      "upstream_source": "https://zenodo.org/records/20703646",
+      "build": 1,
+      "variant": "fp16",
+      "precision": "fp16",
+      "region": "east-africa",
+      "classes": 1784,
+      "labels": "regional/east-africa/birdnet-v3.0-preview3.1-east-africa-labels-b1.txt",
+      "input": {
+        "sample_rate": 32000,
+        "window_seconds": 5,
+        "samples": 160000,
+        "shape": [
+          "batch",
+          160000
+        ],
+        "dtype": "float32"
+      },
+      "outputs": [
+        {
+          "name": "predictions",
+          "shape": [
+            "batch",
+            1784
+          ],
+          "activation": "sigmoid",
+          "multi_label": true
+        },
+        {
+          "name": "embeddings",
+          "shape": [
+            "batch",
+            1280
+          ]
+        }
+      ],
+      "backends": {
+        "onnxruntime-cpu": {
+          "supported": true,
+          "recommended": false,
+          "note": "ONNX Runtime upconverts FP16 on CPU; slower than FP32 and not a RAM saving"
+        },
+        "openvino-cpu": {
+          "supported": true,
+          "recommended": false
+        },
+        "openvino-gpu": {
+          "supported": true,
+          "recommended": true
+        },
+        "cuda": {
+          "supported": true,
+          "recommended": true
+        },
+        "tensorrt": {
+          "supported": true,
+          "recommended": true
+        }
+      },
+      "graph": {
+        "gpu_native": true,
+        "has_stft_op": false,
+        "dynamic_batch": true,
+        "notes": "in-graph ONNX STFT replaced by an equivalent Conv1d; every op has a CUDA/OpenVINO kernel"
+      },
+      "benchmarks": [],
+      "sha256": "4909eb67467907c7bea5f454e3c94d1161d521b465f90d6f8f2755857dff2da1",
+      "size_bytes": 93385832,
+      "legacy": false,
+      "superseded_by": null,
+      "indices": "regional/east-africa/birdnet-v3.0-preview3.1-east-africa-indices-b1.txt",
+      "validation": {
+        "max_abs_diff_vs_global": 2.3283064365386963e-07,
+        "numerically_identical_on_kept_classes": true
+      },
+      "requirements": {
+        "min_ram_mb": 450,
+        "excludes": [
+          "openvino-gpu-intel-gen12"
+        ]
+      }
     }
   ]
-}
+}

regions.json

@@ -1,7 +1,7 @@
 {
   "schema": 1,
   "repo": "tphakala/BirdNET-v3.0-Models",
-  "updated": "2026-08-22",
+  "updated": "2026-09-03",
   "regions": {
     "nordic": {
       "name": "Nordic",
@@ -1215,6 +1215,135 @@
       "classes": 110,
       "map": "regional/sao-tome-principe/coverage.svg"
     },
+    "west-africa": {
+      "name": "West Africa",
+      "group": "africa",
+      "group_display": "Africa",
+      "realm": "afrotropic",
+      "tier": 50,
+      "bboxes": [
+        [
+          4.0,
+          17.0,
+          -18.0,
+          15.0
+        ]
+      ],
+      "centroid": [
+        10.5,
+        -1.5
+      ],
+      "countries": {
+        "core": [
+          "BF",
+          "BJ",
+          "CI",
+          "CM",
+          "GH",
+          "GM",
+          "GN",
+          "GW",
+          "LR",
+          "ML",
+          "NE",
+          "NG",
+          "SL",
+          "SN",
+          "TG"
+        ],
+        "partial": [
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