YOLOv3 auto-detect webapi for VoTT 2.2.2

• feat: Automatically annotate images via YOLOv3 auto-detect webapi (with AlexeyAB's YOLOv3 yolo_cpp_dll.dll which written in 2019, the fastest YOLO on RTX20 series graphics cards, 30+ fps)

  https://www.youtube.com/watch?v=ajZxjAxAqNk

  shortcut key⌨: Q

  • webapi : http://localhost:50505/api/YOLOv3/detect/${image_path} , only accept local image path

    nvidia-smi
    Driver Version: 456.71  CUDA Version: 11.1
    
    nvcc -V
    nvcc: NVIDIA (R) Cuda compiler driver
    Copyright (c) 2005-2019 NVIDIA Corporation
    Built on Wed_Oct_23_19:32:27_Pacific_Daylight_Time_2019
    Cuda compilation tools, release 10.2, V10.2.89
    
    cuDnn 10.2
    

  • json result:

    {
        eta: 28, // ms
        diff: 0, // means no coincident recognition（green toast）
              n, // means duplicate detection (yellow toast),
        detect: [{
            id, // detection index
            x,y,w,h,
            obj_id, obj_name, prob, // max prob
            obj_IDs: [ // the same region, order by prob desc
                {obj_id, obj_name, prob},
                ...
                ]
            },
            ...
        ]
    }
    

• feat: Highlight the region on mouse enter each row in yolo detection dialog

• fix: Remove the last toast immediately, and show the next toast with result smoothly, avoid occluding the main UI

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