School_Zone_Eye_Level

所属分类:模式识别(视觉/语音等)
开发工具:Python
文件大小:167547KB
下载次数:0
上传日期:2023-03-16 01:14:50
上 传 者sh-1993
说明:  利用深度学习预防校区事故
(Prevention of accidents in school zones using deep learning)

文件列表:
.idea (0, 2023-03-16)
.idea\School_Zone.iml (953, 2023-03-16)
.idea\inspectionProfiles (0, 2023-03-16)
.idea\inspectionProfiles\Project_Default.xml (440, 2023-03-16)
.idea\inspectionProfiles\profiles_settings.xml (174, 2023-03-16)
.idea\misc.xml (202, 2023-03-16)
.idea\modules.xml (274, 2023-03-16)
.idea\vcs.xml (180, 2023-03-16)
CCTV_Detecter (0, 2023-03-16)
CCTV_Detecter\yolov5 (0, 2023-03-16)
CCTV_Detecter\yolov5\CCTV_Detecter.py (16323, 2023-03-16)
CCTV_Detecter\yolov5\GUI.py (26841, 2023-03-16)
CCTV_Detecter\yolov5\Name_Models (0, 2023-03-16)
CCTV_Detecter\yolov5\Name_Models\Kid_Adult (0, 2023-03-16)
CCTV_Detecter\yolov5\Name_Models\Kid_Adult\Kid_Adult_best (1).pt (14344821, 2023-03-16)
CCTV_Detecter\yolov5\Name_Models\Kid_Adult\Kid_Adult_best.pt (14339445, 2023-03-16)
CCTV_Detecter\yolov5\Name_Models\Kid_Adult\Kid_Adult_last.pt (14341813, 2023-03-16)
CCTV_Detecter\yolov5\Name_Models\Object (0, 2023-03-16)
CCTV_Detecter\yolov5\Name_Models\Object\Object.pt (14808437, 2023-03-16)
CCTV_Detecter\yolov5\Name_Models\light (0, 2023-03-16)
CCTV_Detecter\yolov5\Name_Models\light\light_best.pt (25069461, 2023-03-16)
CCTV_Detecter\yolov5\Name_Models\light\light_last.pt (25069461, 2023-03-16)
CCTV_Detecter\yolov5\Name_Yaml (0, 2023-03-16)
CCTV_Detecter\yolov5\Name_Yaml\Kid_Adult (0, 2023-03-16)
CCTV_Detecter\yolov5\Name_Yaml\Kid_Adult\Kid_Adult_data.yaml (157, 2023-03-16)
CCTV_Detecter\yolov5\Name_Yaml\Kid_Adult\Kid_Adult_data2.yaml (165, 2023-03-16)
CCTV_Detecter\yolov5\Name_Yaml\Object (0, 2023-03-16)
CCTV_Detecter\yolov5\Name_Yaml\Object\Object.yaml (1206, 2023-03-16)
CCTV_Detecter\yolov5\Name_Yaml\light (0, 2023-03-16)
CCTV_Detecter\yolov5\Name_Yaml\light\light_data.yaml (163, 2023-03-16)
CCTV_Detecter\yolov5\__pycache__ (0, 2023-03-16)
CCTV_Detecter\yolov5\__pycache__\detect.cpython-36.pyc (7718, 2023-03-16)
CCTV_Detecter\yolov5\__pycache__\export.cpython-36.pyc (23184, 2023-03-16)
CCTV_Detecter\yolov5\__pycache__\export.cpython-37.pyc (23043, 2023-03-16)
CCTV_Detecter\yolov5\__pycache__\test.cpython-36.pyc (9649, 2023-03-16)
CCTV_Detecter\yolov5\__pycache__\val.cpython-37.pyc (13700, 2023-03-16)
... ...

## - '' , . ## - , ##
### Editor
Pycharm, Unity
### Language
Python, C#
### learning method
Deep_learning, supervised learning, transfer learning
### AI Technology
Object Detection, Find Pose
### Optimizer
SGD, Loss, Box_loss, Label_loss, Nan
class #### class.ymal
nc: 85:
  names: ['Kid', 'Adult', 'R_Signal', 'G_Signal', 'Cross' 'person', 'bicycle', 'car', 'motorcycle', 'airplane', 'bus', 
        'train', 'truck', 'boat', 'traffic light', 'fire hydrant', 'stop sign', 'parking meter', 'bench', 'bird', 'cat', 
        'dog', 'horse', 'sheep', 'cow', 'elephant', 'bear', 'zebra', 'giraffe', 'backpack', 'umbrella', 'handbag', 'tie', 
        'suitcase', 'frisbee', 'skis', 'snowboard', 'sports ball', 'kite', 'baseball bat', 'baseball glove', 'skateboard', 
        'surfboard', 'tennis racket', 'bottle', 'wine glass', 'cup', 'fork', 'knife', 'spoon', 'bowl', 'banana', 'apple',
        'sandwich', 'orange', 'broccoli', 'carrot', 'hot dog', 'pizza', 'donut', 'cake', 'chair', 'couch', 'potted plant', 
        'bed', 'dining table', 'toilet', 'tv', 'laptop', 'mouse', 'remote', 'keyboard', 'cell phone', 'microwave', 'oven', 
        'toaster', 'sink', 'refrigerator', 'book', 'clock', 'vase', 'scissors', 'teddy bear', 'hair drier', 'toothbrush']  # class names 
``` CCTV_Detecter |---- yolov5 | |---- Name_Models | | |---- Kid_Adult | | | |---- Kid_Adult_best (1).pt -> _ | | | |---- Kid_Adult_best.pt | | | |---- Kid_Adult_last.pt | | |---- Object | | | |---- Object.pt -> , , , | | |---- light | | | |---- light_best.pt -> , , | | | |---- light_last.pt | |---- Name_Yaml | | |---- Kid_Adult | | | |---- Kid_Adult_data.yaml -> class_name[, ] | | | |---- Kid_Adult_data2.yaml | | |---- Object | | | |---- Object.yaml -> class_name[, , , ] | | |---- light | | | |---- light_data.yaml -> class_name[, , ] | |---- mp3file | | | |---- bick.mp3--------| | | | |---- fcar.mp3--------|________ | | | |---- kick-bick.mp3---| | | | |---- kick.mp3--------| | |---- CCTV_Detecter.py -----| | |---- GUI.py ---------------| GUI Pose Model |---- mp3-flie | | | |---- blue.mp3------------| | | | |---- hello_school.mp3----|________ | | | |---- left.mp3-------| | | | |---- right.mp3------------| |---- Finall.py -----| ```
# PPT [URL](https://mail.google.com/mail/u/0/#sent/KtbxLwgsvsgTxcZlrHhMNQSxNsRvLVScgB?projector=1) Pyhon `CCTV_Detecter.py` + ## ) , .


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