remodela-ai/scaling-model-v2 🔢🖼️ → 🖼️
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# Interior Decoration Space Scaling - Second Use Case
Example Output
Output
Performance Metrics
7.21s
Prediction Time
91.97s
Total Time
All Input Parameters
{
"alpha": 0.4,
"image": "https://replicate.delivery/pbxt/LxnRpiim9Nhga77C5aqy5SnCMewynyEfS3rnUKU3h4XZiB9b/nitidez.png",
"api_key": "19333c9a6ec349ec90bd394c9f47ca67"
}
Input Parameters
- alpha
- Blending factor for output visualization
- image (required)
- Input image to predict on
Output Schema
Output
Example Execution Logs
2024-11-13 05:25:46.792 | INFO | predict:predict:72 - The image is in PNG format, converting to JPG. 2024-11-13 05:25:46.844 | INFO | predict:predict:79 - Image successfully converted and saved to 'convert_image.jpg' 2024-11-13 05:25:46.846 | DEBUG | predict:predict:96 - Image resized and converted to tensor 2024-11-13 05:25:46.846 | INFO | predict:feed:115 - Starting feed method 2024-11-13 05:25:47.318 | DEBUG | predict:feed:118 - Model forward pass completed 2024-11-13 05:25:47.326 | DEBUG | predict:feed:122 - Image labeling completed 2024-11-13 05:25:47.329 | DEBUG | predict:feed:127 - Image blending completed 2024-11-13 05:25:47.360 | INFO | predict:feed:133 - Blended image saved to output_image.jpg 2024-11-13 05:25:47.381 | INFO | predict:feed:140 - Saturation enhanced image saved to output_saturation.jpg 2024-11-13 05:25:47.382 | INFO | predict:feed:143 - Applying MaskProcessor.filters_colors 2024-11-13 05:25:47.387 | INFO | predict:feed:147 - Smooth image saved to smooth_output.jpg 2024-11-13 05:25:47.387 | INFO | predict:feed:150 - Applying SAM model image 1/1 /src/smooth_output.jpg: 1024x1024 1 0, 1 1, 1 2, 1 3, 1 4, 1 5, 1456.7ms Speed: 16.3ms preprocess, 1456.7ms inference, 0.4ms postprocess per image at shape (1, 3, 1024, 1024) 2024-11-13 05:25:49.089 | INFO | predict:feed:152 - Inference masks of image 2024-11-13 05:25:49.089 | INFO | predict:feed:156 - Processing 1 inference results and applying MaskProcessor 2024-11-13 05:25:49.089 | DEBUG | predict:feed:158 - Processing result 1 2024-11-13 05:25:49.093 | INFO | MaskProcessor:plot_separate_and_joined_masks:50 - Plotting separate and joined masks 2024-11-13 05:25:49.113 | INFO | MaskProcessor:plot_separate_and_joined_masks:60 - Number of masks: 6 2024-11-13 05:25:49.113 | INFO | MaskProcessor:convert_mask_to_linear_edges:30 - Converting mask to linear edges 2024-11-13 05:25:49.117 | DEBUG | MaskProcessor:convert_mask_to_linear_edges:40 - Mask converted to linear edges 2024-11-13 05:25:49.161 | DEBUG | MaskProcessor:plot_separate_and_joined_masks:79 - Processed mask 1 2024-11-13 05:25:49.162 | INFO | MaskProcessor:convert_mask_to_linear_edges:30 - Converting mask to linear edges 2024-11-13 05:25:49.163 | DEBUG | MaskProcessor:convert_mask_to_linear_edges:40 - Mask converted to linear edges 2024-11-13 05:25:49.202 | DEBUG | MaskProcessor:plot_separate_and_joined_masks:79 - Processed mask 2 2024-11-13 05:25:49.202 | INFO | MaskProcessor:convert_mask_to_linear_edges:30 - Converting mask to linear edges 2024-11-13 05:25:49.204 | DEBUG | MaskProcessor:convert_mask_to_linear_edges:40 - Mask converted to linear edges 2024-11-13 05:25:49.240 | DEBUG | MaskProcessor:plot_separate_and_joined_masks:79 - Processed mask 3 2024-11-13 05:25:49.240 | INFO | MaskProcessor:convert_mask_to_linear_edges:30 - Converting mask to linear edges 2024-11-13 05:25:49.242 | DEBUG | MaskProcessor:convert_mask_to_linear_edges:40 - Mask converted to linear edges 2024-11-13 05:25:49.278 | DEBUG | MaskProcessor:plot_separate_and_joined_masks:79 - Processed mask 4 2024-11-13 05:25:49.278 | INFO | MaskProcessor:convert_mask_to_linear_edges:30 - Converting mask to linear edges 2024-11-13 05:25:49.280 | DEBUG | MaskProcessor:convert_mask_to_linear_edges:40 - Mask converted to linear edges 2024-11-13 05:25:49.315 | DEBUG | MaskProcessor:plot_separate_and_joined_masks:79 - Processed mask 5 2024-11-13 05:25:49.315 | INFO | MaskProcessor:convert_mask_to_linear_edges:30 - Converting mask to linear edges 2024-11-13 05:25:49.317 | DEBUG | MaskProcessor:convert_mask_to_linear_edges:40 - Mask converted to linear edges 2024-11-13 05:25:49.351 | DEBUG | MaskProcessor:plot_separate_and_joined_masks:79 - Processed mask 6 2024-11-13 05:25:49.391 | INFO | MaskProcessor:save_mask_as_image:44 - Saving mask as image: Joined_Masks_room.png 2024-11-13 05:25:49.689 | DEBUG | MaskProcessor:save_mask_as_image:47 - Mask saved as Joined_Masks_room.png 2024-11-13 05:25:49.689 | INFO | MaskProcessor:plot_separate_and_joined_masks:84 - Joined masks plotted successfully 2024-11-13 05:25:49.692 | INFO | predict:feed:164 - Feed method completed 2024-11-13 05:25:49.730 | INFO | predict:upload_to_imgbb:19 - Starting the upload process for file: original_pil.jpg 2024-11-13 05:25:49.731 | DEBUG | predict:upload_to_imgbb:22 - Opened file successfully, sending request to imgBB API. 2024-11-13 05:25:50.921 | SUCCESS | predict:upload_to_imgbb:34 - Image uploaded successfully to imgBB. URL: https://i.ibb.co/Pjpc5XF/original-pil.jpg INFO:httpx:HTTP Request: POST https://api.replicate.com/v1/predictions "HTTP/1.1 201 Created" INFO:httpx:HTTP Request: GET https://api.replicate.com/v1/models/idea-research/ram-grounded-sam/versions/80a2aede4cf8e3c9f26e96c308d45b23c350dd36f1c381de790715007f1ac0ad "HTTP/1.1 200 OK" 2024-11-13 05:25:53.684 | INFO | predict:predict:108 - Image saved to output_label_image.jpg
Version Details
- Version ID
b2e76cbec47d36ff759ce05b665a69666674ab0cd2858942f7a2886c45ca901f- Version Created
- November 12, 2024