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https://github.com/12343954/vott-yolov3-autodetect-webapi
https://github.com/12343954/vott-yolov3-autodetect-webapi
Last synced: 8 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/12343954/vott-yolov3-autodetect-webapi
- Owner: 12343954
- License: mit
- Created: 2024-04-07T04:39:42.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2024-04-07T05:37:29.000Z (8 months ago)
- Last Synced: 2024-04-07T06:28:19.700Z (8 months ago)
- Language: C#
- Size: 1.03 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# YOLOv3 auto-detect webapi for [VoTT 2.2.2](https://github.com/12343954/VoTT)
- feat: Automatically annotate images via YOLOv3 auto-detect webapi (with [AlexeyAB](https://github.com/AlexeyAB/darknet)'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](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
