Research Article
[Retracted] Vehicle Detection for Vision-Based Intelligent Transportation Systems Using Convolutional Neural Network Algorithm
(1) | Def image feature (direc): | (2) | Model = InceptionV3 (weights = “imagnet,” include_top = false) | (3) | features = []; | (4) | img_name = []; | (5) | For i in tqdm (direc); | (6) | fname = 1; | (7) | img = image.load_img (fname, target_size = (224, 224)) | (8) | x = img_to_arrray (img) | (9) | x = np.expand_dims (x, axis = 0) | (10) | x = preprocess_input (x) | (11) | feat = model.predict (x) | (12) | feat = feat.flatten () | (13) | features.append (feat) | (14) | Img_name.append (i) | (15) | Return features, img_name |
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