Created
February 7, 2021 09:06
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| inputs_dir = '/content/landcovernet/inputs' # The directory where our input resides | |
| targets_dir = '/content/landcovernet/targets' # The directory where our target resides | |
| # First stack all the bands togather | |
| def process_tiffs(inputs_dir, target_dir): | |
| data = [] | |
| sub_dir_list = [] | |
| images_target = {} | |
| stacked_imgs = [] | |
| list_bands = [] | |
| for sub_dir in os.listdir(inputs_dir): | |
| # Store the images dir and their target | |
| sub_dir_list.append(os.path.join(inputs_dir, sub_dir)) | |
| print(sub_dir_list) | |
| for image_dir in sub_dir_list: | |
| # Get the rgb version | |
| rgb = get_rgb(image_dir) | |
| custom_img = get_cust_img(image_dir) | |
| mask = get_img_mask(targets_dir, image_dir) | |
| mask = process_masks(mask) # get the six classes | |
| # Dictionary of image and its target in numpy format | |
| images_target = {} | |
| images_target = { | |
| 'input' : custom_img, | |
| 'input_rgb' : rgb, | |
| 'mask' : mask, | |
| } | |
| stacked_imgs.append(images_target) # list of dict | |
| return stacked_imgs | |
| #return images | |
| images_target = process_tiffs(inputs_dir, targets_dir) |
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