[onnx] Adds yolov8n to model zoo (#2909)

deepjavalibrary · Apr 26, 2024 · 1e1829f · 1e1829f
1 parent aa5fcf2
commit 1e1829f
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Showing 3 changed files with 42 additions and 3 deletions.
diff --git a/engines/onnxruntime/onnxruntime-engine/src/main/java/ai/djl/onnxruntime/zoo/OrtModelZoo.java b/engines/onnxruntime/onnxruntime-engine/src/main/java/ai/djl/onnxruntime/zoo/OrtModelZoo.java
@@ -31,6 +31,7 @@ public class OrtModelZoo extends ModelZoo {
     OrtModelZoo() {
         addModel(REPOSITORY.model(CV.IMAGE_CLASSIFICATION, GROUP_ID, "resnet", "0.0.1"));
         addModel(REPOSITORY.model(CV.OBJECT_DETECTION, GROUP_ID, "yolo5s", "0.0.1"));
+        addModel(REPOSITORY.model(CV.OBJECT_DETECTION, GROUP_ID, "yolov8n", "0.0.1"));
         addModel(REPOSITORY.model(Tabular.SOFTMAX_REGRESSION, GROUP_ID, "iris_flowers", "0.0.1"));
     }
 

diff --git a/.../test/resources/mlrepo/model/cv/object_detection/ai/djl/onnxruntime/yolov8n/metadata.json b/.../test/resources/mlrepo/model/cv/object_detection/ai/djl/onnxruntime/yolov8n/metadata.json
@@ -0,0 +1,40 @@
+{
+  "metadataVersion": "0.2",
+  "resourceType": "model",
+  "application": "cv/object_detection",
+  "groupId": "ai.djl.onnxruntime",
+  "artifactId": "yolov8n",
+  "name": "yolov8n",
+  "description": "YoloV8 Model",
+  "website": "http://www.djl.ai/engines/onnxruntime/model-zoo",
+  "licenses": {
+    "license": {
+      "name": "The Apache License, Version 2.0",
+      "url": "https://www.apache.org/licenses/LICENSE-2.0"
+    }
+  },
+  "artifacts": [
+    {
+      "version": "0.0.1",
+      "snapshot": false,
+      "name": "yolov8n",
+      "arguments": {
+        "width": 640,
+        "height": 640,
+        "resize": true,
+        "rescale": true,
+        "optApplyRatio": true,
+        "threshold": 0.6,
+        "translatorFactory": "ai.djl.modality.cv.translator.YoloV8TranslatorFactory"
+      },
+      "files": {
+        "model": {
+          "uri": "0.0.1/yolov8n.zip",
+          "name": "",
+          "sha1Hash": "9fbad7f706713843cbb8c8d6a56c81a640ec6fa2",
+          "size": 11053839
+        }
+      }
+    }
+  ]
+}
diff --git a/examples/src/main/java/ai/djl/examples/inference/Yolov8Detection.java b/examples/src/main/java/ai/djl/examples/inference/Yolov8Detection.java
@@ -45,14 +45,13 @@ public static void main(String[] args) throws IOException, ModelException, Trans
     }
 
     public static DetectedObjects predict() throws IOException, ModelException, TranslateException {
-        Path modelPath = Paths.get("src/test/resources/yolov8n.onnx");
         Path imgPath = Paths.get("src/test/resources/yolov8_test.jpg");
         Image img = ImageFactory.getInstance().fromFile(imgPath);
 
         Criteria<Image, DetectedObjects> criteria =
                 Criteria.builder()
                         .setTypes(Image.class, DetectedObjects.class)
-                        .optModelPath(modelPath)
+                        .optModelUrls("djl://ai.djl.onnxruntime/yolov8n")
                         .optEngine("OnnxRuntime")
                         .optArgument("width", 640)
                         .optArgument("height", 640)
@@ -63,7 +62,6 @@ public static DetectedObjects predict() throws IOException, ModelException, Tran
                         // for performance optimization maxBox parameter can reduce number of
                         // considered boxes from 8400
                         .optArgument("maxBox", 1000)
-                        .optArgument("synsetFileName", "yolov8_synset.txt")
                         .optTranslatorFactory(new YoloV8TranslatorFactory())
                         .optProgress(new ProgressBar())
                         .build();