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Functions81 in github.com/Aristochi/Dangerous_driving_behavior_detection

⨍ Functions 81◇ Types & classes 12
↓ 13 callersFunction_depthwise_conv_block
(inputs, pointwise_conv_filters, depth_multiplier=1, strides=(1, 1), block_id=1)
Facemask/mobileNet.py:81
↓ 6 callersFunctiondetect_faces
(image, min_face_size=35.0, thresholds=[0.6, 0.7, 0.8], nms
mtcnn/detector.py:296
↓ 4 callersFunctionget_face_expression
(img, bounding_box)
mtcnn/detector.py:559
↓ 4 callersFunctionnms
(boxes, overlap_threshold=0.5, mode='union')
mtcnn/detector.py:30
↓ 4 callersFunctionshow_bboxes
(img, bounding_boxes, facial_landmarks=[])
mtcnn/detector.py:149
↓ 3 callersMethod__init__
(self)
mtcnn/detector.py:173
↓ 3 callersFunctioncalibrate_box
(bboxes, offsets)
mtcnn/detector.py:76
↓ 3 callersFunctionget_head_pose
(landmarks)
mtcnn/detector.py:471
↓ 3 callersMethodshowTime
(self)
Run.py:106
↓ 2 callersFunction_preprocess
(img)
mtcnn/detector.py:142
↓ 2 callersFunctionconvert_to_square
(bboxes)
mtcnn/detector.py:63
↓ 2 callersFunctionget_emotion
(img)
mtcnn/detector.py:575
↓ 2 callersFunctionget_face_state
(img)
mtcnn/detector.py:602
↓ 2 callersFunctionget_image_boxes
(bounding_boxes, img, size=24)
mtcnn/detector.py:88
↓ 1 callersMethodCallBackFunctions
(self)
Run.py:96
↓ 1 callersMethodColorAdjust
(self, img)
Run.py:119
↓ 1 callersFunctionMobileNet
(input_shape=[224,224,3], depth_multiplier=1, dropout=1e-3, classes=
Facemask/mobileNet.py:11
↓ 1 callersMethodPrepCamera
(self)
Run.py:84
↓ 1 callersMethodPrepareTorch
(self)
Run.py:160
↓ 1 callersFunction_conv_block
(inputs, filters, kernel=(3, 3), strides=(1, 1))
Facemask/mobileNet.py:71
↓ 1 callersFunction_generate_bboxes
(probs, offsets, scale, threshold)
mtcnn/detector.py:275
↓ 1 callersFunctioncorrect_bboxes
(bboxes, width, height)
mtcnn/detector.py:110
↓ 1 callersFunctiondecode
Decode locations from predictions using priors to undo the encoding we did for offset regression at train time. Args: loc (tensor): lo
utils.py:131
↓ 1 callersFunctiondefault_prior_box
()
utils.py:5
↓ 1 callersFunctionencode
(match_boxes,prior_box,variances)
utils.py:30
↓ 1 callersFunctioninsersect
(box1,box2)
utils.py:48
↓ 1 callersFunctionisRotationMatrix
(rvec)
mtcnn/detector.py:386
↓ 1 callersFunctionjaccard
计算jaccard比 公式: A ∩ B / A ∪ B = A ∩ B / (area(A) + area(B) - A ∩ B)
utils.py:62
↓ 1 callersFunctionnms
Apply non-maximum suppression at test time to avoid detecting too many overlapping bounding boxes for a given object. Args: boxes: (te
utils.py:150
↓ 1 callersFunctionpoint_form
(boxes)
utils.py:74
↓ 1 callersFunctionpreprocess_input
(x)
Facemask/mobileNet.py:106
↓ 1 callersMethodpull_image
Returns the original image object at index in PIL form Note: not using self.__getitem__(), as any transformations passed in could mes
voc0712.py:139
↓ 1 callersMethodpull_item
(self, index)
voc0712.py:119
↓ 1 callersMethodreset_parameters
(self)
l2norm.py:19
↓ 1 callersMethodretranslateUi
(self, MainWindow)
MainWindow.py:610
↓ 1 callersFunctionrun_first_stage
(image, net, scale, threshold)
mtcnn/detector.py:257
↓ 1 callersMethodsetupUi
(self, MainWindow)
MainWindow.py:14
↓ 1 callersFunctionsimple_CNN
(input_shape, num_classes)
Emoji/models/cnn.py:13
MethodExitApp
(self, event)
Run.py:919
MethodStartDection
(self)
Run.py:181
MethodTimerOutFun
(self)
Run.py:167
Method__call__
Arguments: target (annotation) : the target annotation to be made usable will be an ET.Element Returns:
voc0712.py:44
Method__del__
(self)
Run.py:31
Method__getitem__
(self, index)
voc0712.py:111
Method__init__
(self, parent=None)
Run.py:37
Method__init__
(self, num_classes, bkg_label, top_k, conf_thresh, nms_thresh)
detection.py:12
Method__init__
(self,n_channels, scale)
l2norm.py:8
Method__init__
(self, class_to_ind=None, keep_difficult=False)
voc0712.py:39
Method__init__
(self, root, image_sets=[('trainval')], transform=None, target_transform=VOC
voc0712.py:92
Method__init__
(self)
ssd_net_vgg.py:6
Method__init__
(self)
Emoji/models/xception.py:5
Method__init__
(self)
mtcnn/detector.py:164
Method__init__
(self)
mtcnn/detector.py:196
Method__init__
(self)
mtcnn/detector.py:220
Method__len__
(self)
voc0712.py:116
Functionbig_XCEPTION
(input_shape, num_classes)
Emoji/models/cnn.py:298
Functionchange_prior_box
(box)
utils.py:40
MethodcloseEvent
(self, event)
Run.py:961
Methodforward
Args: loc_data: (tensor) Loc preds from loc layers Shape: [batch,num_priors*4] conf_data: (tensor) Sh
detection.py:23
Methodforward
(self, x)
l2norm.py:22
Methodforward
(self, image)
ssd_net_vgg.py:119
Methodforward
(self, x)
Emoji/models/xception.py:20
Methodforward
(self, x)
mtcnn/detector.py:167
Methodforward
(self, x)
mtcnn/detector.py:187
Methodforward
(self, x)
mtcnn/detector.py:211
Methodforward
(self, x)
mtcnn/detector.py:248
Functionget_euler_angle
(rotation_vector)
mtcnn/detector.py:431
Functionlog_sum_exp
Utility function for computing log_sum_exp while determining This will be used to determine unaveraged confidence loss across all examples in
utils.py:120
Functionmatch
计算default box和实际位置的jaccard比，计算出每个box的最大jaccard比的种类和每个种类的最大jaccard比的box Args: threshold: (float) jaccard比的阈值. truths: (tensor) 实际位置
utils.py:78
Functionmini_XCEPTION
(input_shape, num_classes, l2_regularization=0.01)
Emoji/models/cnn.py:203
Methodpull_anno
Returns the original annotation of image at index Note: not using self.__getitem__(), as any transformations passed in could mess up
voc0712.py:153
Methodpull_tensor
Returns the original image at an index in tensor form Note: not using self.__getitem__(), as any transformations passed in could mess
voc0712.py:170
Functionrelu6
(x)
Facemask/mobileNet.py:102
FunctionrotationMatrixToAngles
(Re)
mtcnn/detector.py:402
MethodsetFilePath
(self)
Run.py:952
MethodsetRecordImg
(self)
Run.py:941
Methodshow_img
(self)
Run.py:238
Functionsimpler_CNN
(input_shape, num_classes)
Emoji/models/cnn.py:56
MethodtestCamera
(self)
Run.py:133
MethodtestVideo
(self)
Run.py:863
Functiontiny_XCEPTION
(input_shape, num_classes, l2_regularization=0.01)
Emoji/models/cnn.py:107