Delete RunYOLO.cs with huggingface_hub

RunYOLO.cs

@@ -1,178 +0,0 @@
-using System.Collections.Generic;
-using Unity.Sentis;
-using UnityEngine;
-using UnityEngine.UI;
-using UnityEngine.Video;
-
-/*
- *  YOLO inference script
- *  =====================
- * 
- * Place this script on the Main Camera.
- * 
- * Place the yolov7-tiny.sentis file and a *.mp4 video file in the Assets/StreamingAssets folder
- * 
- */
-
-
-public class RunYOLO : MonoBehaviour
-{
-    const string modelName = "yolov7-tiny.sentis";
-    const string videoName = "giraffes.mp4";
-    // Link the classes.txt here:
-    public TextAsset labelsAsset;
-    // Create a Raw Image of size 640x640 and link it here:
-    public RawImage displayImage;
-    // Link to a bounding box texture here:
-    public Sprite boxTexture;
-    // Link to the font for the labels:
-    public Font font;
-
-    private Transform displayLocation;
-    private Model model;
-    private IWorker engine;
-    private string[] labels;
-    private RenderTexture targetRT;
-    const BackendType backend = BackendType.GPUCompute;
-    private const int imageWidth = 640;
-    private const int imageHeight = 640;
-
-    private VideoPlayer video;
-
-    //bounding box data
-    public struct BoundingBox
-    {
-        public float centerX;
-        public float centerY;
-        public float width;
-        public float height;
-        public string label;
-        public float confidence;
-    }
-    
-    void Start()
-    {
-        Application.targetFrameRate = 60;
-        Screen.orientation = ScreenOrientation.LandscapeLeft;
-        
-        //Parse neural net labels
-        labels = labelsAsset.text.Split('\n');
-
-        //Load model
-        model = ModelLoader.Load(Application.streamingAssetsPath + "/" + modelName);
-
-        targetRT = new RenderTexture(imageWidth, imageHeight, 0);
-
-        //Create image to display video
-        displayLocation = displayImage.transform;
-
-        //Create engine to run model
-        engine = WorkerFactory.CreateWorker(backend, model);
-
-        SetupInput();
-    }
-    void SetupInput()
-    {
-        video = gameObject.AddComponent<VideoPlayer>();
-        video.renderMode = VideoRenderMode.APIOnly;
-        video.source = VideoSource.Url;
-        video.url = Application.streamingAssetsPath + "/" + videoName;
-        video.isLooping = true;
-        video.Play();
-    }
-
-    private void Update()
-    {
-        ExecuteML();
-
-        if (Input.GetKeyDown(KeyCode.Escape))
-        {
-            Application.Quit();
-        }
-    }
-
-    public void ExecuteML()
-    {
-        ClearAnnotations();
-
-        if (video && video.texture)
-        {
-            float aspect = video.width * 1f / video.height;
-            Graphics.Blit(video.texture, targetRT, new Vector2(1f / aspect, 1), new Vector2(0, 0));
-            displayImage.texture = targetRT;
-        }
-        else return;
-
-        using var input = TextureConverter.ToTensor(targetRT, imageWidth, imageHeight, 3);
-        engine.Execute(input);
-
-        //Read output tensors
-        var output = engine.PeekOutput() as TensorFloat;
-        output.MakeReadable();
-
-        //Draw the bounding boxes
-        for (int n = 0; n < output.shape[0]; n++)
-        {
-            var box = new BoundingBox
-            {
-                centerX = (output[n, 1] + output[n, 3]) / 2 - 320,
-                centerY = (output[n, 2] + output[n, 4]) / 2 - 320,
-                width = output[n, 3] - output[n, 1],
-                height = output[n, 4] - output[n, 2],
-                label = labels[(int)output[n, 5]],
-                confidence = Mathf.FloorToInt(output[n, 6] * 100 + 0.5f)
-            };
-            DrawBox(box);
-        }
-    }
-
-    public void DrawBox(BoundingBox box)
-    {
-        Color color = Color.yellow;
-
-        GameObject panel = new GameObject("ObjectBox");
-        panel.AddComponent<CanvasRenderer>();
-        Image img = panel.AddComponent<Image>();
-        img.color = color;
-        img.sprite  = boxTexture;
-        
-        panel.transform.SetParent(displayLocation, false);
-        panel.transform.localPosition = new Vector3(box.centerX, -box.centerY);
-
-        RectTransform rt = panel.GetComponent<RectTransform>();
-        rt.sizeDelta = new Vector2(box.width, box.height);
-
-        //add class label
-        var text = new GameObject("ObjectLabel");
-        text.AddComponent<CanvasRenderer>();
-        Text txt = text.AddComponent<Text>();
-        text.transform.SetParent(panel.transform, false);
-        txt.font = font;
-        txt.text = box.label + " (" + box.confidence + "%)";
-        txt.color = color;
-        txt.fontSize = 40;
-        txt.horizontalOverflow = HorizontalWrapMode.Overflow;
-        RectTransform rt2 = text.GetComponent<RectTransform>();
-        rt2.offsetMin = new Vector2(20, rt2.offsetMin.y);
-        rt2.offsetMax = new Vector2(0, rt2.offsetMax.y);
-        rt2.offsetMax = new Vector2(rt2.offsetMax.x, 30);
-        rt2.offsetMin = new Vector2(rt2.offsetMin.x, 0);
-        rt2.anchorMin = new Vector2(0,0);
-        rt2.anchorMax = new Vector2(1, 1);
-
-        img.sprite = boxTexture;
-        img.type = Image.Type.Sliced;
-    }
-
-    public void ClearAnnotations()
-    {
-        foreach (Transform child in displayLocation) {
-            Destroy(child.gameObject);
-        }
-    }
-
-    private void OnDestroy()
-    {
-        engine?.Dispose();
-    }
-}