('train_masks.zip', 'r') as zip_ref: # zip_ref.extractall('') #复制、解压mask文件 #with ZipFile('test.zip', 'r') as zip_ref: # zip_ref.extractall('') #查看文件 path = Path('') fnames = get_image_files(path/'train') lbl_names = get_image_files(path/'train_masks') ...
CNN Architecture which achieved 99.55% accuracy in the Carvana Image Masking Challenge. - olympus999/Carvana-Image-Masking-Challenge
carvana-image-masking-challenge This dataset contains a large number of car images, with each car taken from different angles. In addition, for each car image, we have an associated manually cutout mask; our task will be to automatically create these cutout masks for unseen data. Still under...
Kaggle Carvana Image Masking Challenge solution with Keras This solution was based onHeng CherKeng's code for PyTorch. I kindly thank him for sharing his work. 128x128, 256x256, 512x512 and 1024x1024 U-nets are implemented. Public LB scores for each U-net are: ...
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Automatically identify the boundaries of the car in an imageOverviewDataCodeModelsDiscussionLeaderboardRulesOh no! Loading items failed. We are experiencing some issues. Please try again, if the issue is persistent please contact us. Try againSyntaxError...
Kaggle-Carvana-Image-Masking-Challenge/test_submit_multithreaded.py/ Jump to Klaus FriedelAdded multi GPU support for even faster submitting Latest commit1912891on Aug 24, 2017History 1contributor 85 lines (68 sloc)2.33 KB RawBlame importcv2 ...
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Breadcrumbs Kaggle-Carvana-Image-Masking-Challenge / train.pyTop File metadata and controls Code Blame 158 lines (133 loc) · 6.79 KB Raw import cv2 import numpy as np import pandas as pd from keras.callbacks import EarlyStopping, ReduceLROnPlateau, ModelCheckpoint, TensorBoard from sklearn.mod...
Kaggle Carvana Image Masking Challenge solution with Keras This solution was based onHeng CherKeng's code for PyTorch. I kindly thank him for sharing his work. 128x128, 256x256, 512x512 and 1024x1024 U-nets are implemented. Public LB scores for each U-net are: ...