IDcardsGenerator/data_augmentation.log

2025-08-05 18:53:06,981 - src.model.yolo_detector - INFO - Using pre-trained YOLOv8n model
2025-08-05 18:53:07,004 - src.model.yolo_detector - INFO - Using device: cuda
2025-08-05 18:53:07,038 - src.model.yolo_detector - INFO - Using pre-trained YOLOv8n model
2025-08-05 18:53:07,038 - src.model.yolo_detector - INFO - Using device: cuda
2025-08-05 18:53:07,361 - src.model.yolo_detector - INFO - Using pre-trained YOLOv8n model
2025-08-05 18:53:07,362 - src.model.yolo_detector - INFO - Using device: cuda
2025-08-05 18:53:07,363 - src.model.id_card_processor - INFO - Detecting and cropping ID cards...
2025-08-05 18:53:07,363 - src.model.yolo_detector - ERROR - No images found in data\IDcards
2025-08-05 18:53:07,364 - src.model.id_card_processor - INFO - Processing cropped ID cards...
2025-08-05 18:53:07,364 - src.model.id_card_processor - ERROR - No images found in data\test_output\cropped
2025-08-05 19:04:14,903 - src.model.yolo_detector - INFO - Using pre-trained YOLOv8n model
2025-08-05 19:04:14,995 - src.model.yolo_detector - INFO - Using device: cuda
2025-08-05 19:04:14,996 - src.model.id_card_processor - INFO - Detecting and cropping ID cards...
2025-08-05 19:04:14,997 - src.model.yolo_detector - INFO - Processing 29 images from data\IDcards and subdirectories
2025-08-05 19:04:14,998 - src.model.yolo_detector - INFO - Processing 1/29: im10.png
2025-08-05 19:04:19,785 - src.model.yolo_detector - INFO - Found 1 detections in im10.png
2025-08-05 19:04:19,813 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im10_card_1.jpg
2025-08-05 19:04:19,813 - src.model.yolo_detector - INFO - Processed im10.png: 1 cards cropped
2025-08-05 19:04:19,814 - src.model.yolo_detector - INFO - Processing 2/29: im11.png
2025-08-05 19:04:19,926 - src.model.yolo_detector - INFO - Found 2 detections in im11.png
2025-08-05 19:04:19,937 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im11_card_1.jpg
2025-08-05 19:04:19,946 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im11_card_2.jpg
2025-08-05 19:04:19,946 - src.model.yolo_detector - INFO - Processed im11.png: 2 cards cropped
2025-08-05 19:04:19,946 - src.model.yolo_detector - INFO - Processing 3/29: im12.png
2025-08-05 19:04:20,056 - src.model.yolo_detector - INFO - Found 2 detections in im12.png
2025-08-05 19:04:20,069 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im12_card_1.jpg
2025-08-05 19:04:20,082 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im12_card_2.jpg
2025-08-05 19:04:20,083 - src.model.yolo_detector - INFO - Processed im12.png: 2 cards cropped
2025-08-05 19:04:20,083 - src.model.yolo_detector - INFO - Processing 4/29: im13.png
2025-08-05 19:04:20,116 - src.model.yolo_detector - INFO - Found 0 detections in im13.png
2025-08-05 19:04:20,117 - src.model.yolo_detector - WARNING - No ID cards detected in im13.png
2025-08-05 19:04:20,117 - src.model.yolo_detector - INFO - Processing 5/29: im14.png
2025-08-05 19:04:20,156 - src.model.yolo_detector - INFO - Found 1 detections in im14.png
2025-08-05 19:04:20,172 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im14_card_1.jpg
2025-08-05 19:04:20,173 - src.model.yolo_detector - INFO - Processed im14.png: 1 cards cropped
2025-08-05 19:04:20,174 - src.model.yolo_detector - INFO - Processing 6/29: im15.png
2025-08-05 19:04:20,208 - src.model.yolo_detector - INFO - Found 1 detections in im15.png
2025-08-05 19:04:20,222 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im15_card_1.jpg
2025-08-05 19:04:20,222 - src.model.yolo_detector - INFO - Processed im15.png: 1 cards cropped
2025-08-05 19:04:20,223 - src.model.yolo_detector - INFO - Processing 7/29: im1_.png
2025-08-05 19:04:20,466 - src.model.yolo_detector - INFO - Found 0 detections in im1_.png
2025-08-05 19:04:20,466 - src.model.yolo_detector - WARNING - No ID cards detected in im1_.png
2025-08-05 19:04:20,466 - src.model.yolo_detector - INFO - Processing 8/29: im2.png
2025-08-05 19:04:20,534 - src.model.yolo_detector - INFO - Found 2 detections in im2.png
2025-08-05 19:04:20,564 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im2_card_1.jpg
2025-08-05 19:04:20,594 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im2_card_2.jpg
2025-08-05 19:04:20,594 - src.model.yolo_detector - INFO - Processed im2.png: 2 cards cropped
2025-08-05 19:04:20,595 - src.model.yolo_detector - INFO - Processing 9/29: im3.png
2025-08-05 19:04:20,648 - src.model.yolo_detector - INFO - Found 1 detections in im3.png
2025-08-05 19:04:20,671 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im3_card_1.jpg
2025-08-05 19:04:20,671 - src.model.yolo_detector - INFO - Processed im3.png: 1 cards cropped
2025-08-05 19:04:20,672 - src.model.yolo_detector - INFO - Processing 10/29: im4.png
2025-08-05 19:04:20,724 - src.model.yolo_detector - INFO - Found 1 detections in im4.png
2025-08-05 19:04:20,753 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im4_card_1.jpg
2025-08-05 19:04:20,754 - src.model.yolo_detector - INFO - Processed im4.png: 1 cards cropped
2025-08-05 19:04:20,754 - src.model.yolo_detector - INFO - Processing 11/29: im5.png
2025-08-05 19:04:20,798 - src.model.yolo_detector - INFO - Found 2 detections in im5.png
2025-08-05 19:04:20,816 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im5_card_1.jpg
2025-08-05 19:04:20,835 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im5_card_2.jpg
2025-08-05 19:04:20,836 - src.model.yolo_detector - INFO - Processed im5.png: 2 cards cropped
2025-08-05 19:04:20,837 - src.model.yolo_detector - INFO - Processing 12/29: im6.png
2025-08-05 19:04:20,994 - src.model.yolo_detector - INFO - Found 2 detections in im6.png
2025-08-05 19:04:21,052 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im6_card_1.jpg
2025-08-05 19:04:21,118 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im6_card_2.jpg
2025-08-05 19:04:21,119 - src.model.yolo_detector - INFO - Processed im6.png: 2 cards cropped
2025-08-05 19:04:21,120 - src.model.yolo_detector - INFO - Processing 13/29: im7.png
2025-08-05 19:04:21,159 - src.model.yolo_detector - INFO - Found 3 detections in im7.png
2025-08-05 19:04:21,168 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im7_card_1.jpg
2025-08-05 19:04:21,176 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im7_card_2.jpg
2025-08-05 19:04:21,184 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im7_card_3.jpg
2025-08-05 19:04:21,184 - src.model.yolo_detector - INFO - Processed im7.png: 3 cards cropped
2025-08-05 19:04:21,185 - src.model.yolo_detector - INFO - Processing 14/29: im8.png
2025-08-05 19:04:21,353 - src.model.yolo_detector - INFO - Found 2 detections in im8.png
2025-08-05 19:04:21,387 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im8_card_1.jpg
2025-08-05 19:04:21,423 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im8_card_2.jpg
2025-08-05 19:04:21,424 - src.model.yolo_detector - INFO - Processed im8.png: 2 cards cropped
2025-08-05 19:04:21,425 - src.model.yolo_detector - INFO - Processing 15/29: im9.png
2025-08-05 19:04:21,522 - src.model.yolo_detector - INFO - Found 1 detections in im9.png
2025-08-05 19:04:21,532 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\Archive\im9_card_1.jpg
2025-08-05 19:04:21,532 - src.model.yolo_detector - INFO - Processed im9.png: 1 cards cropped
2025-08-05 19:04:21,532 - src.model.yolo_detector - INFO - Processing 16/29: im10.png
2025-08-05 19:04:21,585 - src.model.yolo_detector - INFO - Found 3 detections in im10.png
2025-08-05 19:04:21,601 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im10_card_1.jpg
2025-08-05 19:04:21,618 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im10_card_2.jpg
2025-08-05 19:04:21,636 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im10_card_3.jpg
2025-08-05 19:04:21,636 - src.model.yolo_detector - INFO - Processed im10.png: 3 cards cropped
2025-08-05 19:04:21,638 - src.model.yolo_detector - INFO - Processing 17/29: im11.png
2025-08-05 19:04:21,679 - src.model.yolo_detector - INFO - Found 2 detections in im11.png
2025-08-05 19:04:21,696 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im11_card_1.jpg
2025-08-05 19:04:21,712 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im11_card_2.jpg
2025-08-05 19:04:21,713 - src.model.yolo_detector - INFO - Processed im11.png: 2 cards cropped
2025-08-05 19:04:21,713 - src.model.yolo_detector - INFO - Processing 18/29: im12.png
2025-08-05 19:04:21,755 - src.model.yolo_detector - INFO - Found 0 detections in im12.png
2025-08-05 19:04:21,756 - src.model.yolo_detector - WARNING - No ID cards detected in im12.png
2025-08-05 19:04:21,756 - src.model.yolo_detector - INFO - Processing 19/29: im13.png
2025-08-05 19:04:21,793 - src.model.yolo_detector - INFO - Found 1 detections in im13.png
2025-08-05 19:04:21,806 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im13_card_1.jpg
2025-08-05 19:04:21,806 - src.model.yolo_detector - INFO - Processed im13.png: 1 cards cropped
2025-08-05 19:04:21,806 - src.model.yolo_detector - INFO - Processing 20/29: im14.png
2025-08-05 19:04:21,846 - src.model.yolo_detector - INFO - Found 2 detections in im14.png
2025-08-05 19:04:21,862 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im14_card_1.jpg
2025-08-05 19:04:21,877 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im14_card_2.jpg
2025-08-05 19:04:21,877 - src.model.yolo_detector - INFO - Processed im14.png: 2 cards cropped
2025-08-05 19:04:21,878 - src.model.yolo_detector - INFO - Processing 21/29: im15.png
2025-08-05 19:04:21,914 - src.model.yolo_detector - INFO - Found 0 detections in im15.png
2025-08-05 19:04:21,914 - src.model.yolo_detector - WARNING - No ID cards detected in im15.png
2025-08-05 19:04:21,914 - src.model.yolo_detector - INFO - Processing 22/29: im1_.png
2025-08-05 19:04:21,959 - src.model.yolo_detector - INFO - Found 3 detections in im1_.png
2025-08-05 19:04:21,971 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im1__card_1.jpg
2025-08-05 19:04:21,983 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im1__card_2.jpg
2025-08-05 19:04:21,996 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im1__card_3.jpg
2025-08-05 19:04:21,997 - src.model.yolo_detector - INFO - Processed im1_.png: 3 cards cropped
2025-08-05 19:04:21,997 - src.model.yolo_detector - INFO - Processing 23/29: im2.png
2025-08-05 19:04:22,101 - src.model.yolo_detector - INFO - Found 1 detections in im2.png
2025-08-05 19:04:22,174 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im2_card_1.jpg
2025-08-05 19:04:22,174 - src.model.yolo_detector - INFO - Processed im2.png: 1 cards cropped
2025-08-05 19:04:22,176 - src.model.yolo_detector - INFO - Processing 24/29: im3.png
2025-08-05 19:04:22,220 - src.model.yolo_detector - INFO - Found 2 detections in im3.png
2025-08-05 19:04:22,235 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im3_card_1.jpg
2025-08-05 19:04:22,251 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im3_card_2.jpg
2025-08-05 19:04:22,252 - src.model.yolo_detector - INFO - Processed im3.png: 2 cards cropped
2025-08-05 19:04:22,252 - src.model.yolo_detector - INFO - Processing 25/29: im5.png
2025-08-05 19:04:22,307 - src.model.yolo_detector - INFO - Found 1 detections in im5.png
2025-08-05 19:04:22,316 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im5_card_1.jpg
2025-08-05 19:04:22,316 - src.model.yolo_detector - INFO - Processed im5.png: 1 cards cropped
2025-08-05 19:04:22,317 - src.model.yolo_detector - INFO - Processing 26/29: im6.png
2025-08-05 19:04:22,375 - src.model.yolo_detector - INFO - Found 2 detections in im6.png
2025-08-05 19:04:22,387 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im6_card_1.jpg
2025-08-05 19:04:22,397 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im6_card_2.jpg
2025-08-05 19:04:22,398 - src.model.yolo_detector - INFO - Processed im6.png: 2 cards cropped
2025-08-05 19:04:22,399 - src.model.yolo_detector - INFO - Processing 27/29: im7.png
2025-08-05 19:04:22,441 - src.model.yolo_detector - INFO - Found 1 detections in im7.png
2025-08-05 19:04:22,458 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im7_card_1.jpg
2025-08-05 19:04:22,459 - src.model.yolo_detector - INFO - Processed im7.png: 1 cards cropped
2025-08-05 19:04:22,460 - src.model.yolo_detector - INFO - Processing 28/29: im8.png
2025-08-05 19:04:22,492 - src.model.yolo_detector - INFO - Found 2 detections in im8.png
2025-08-05 19:04:22,502 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im8_card_1.jpg
2025-08-05 19:04:22,509 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im8_card_2.jpg
2025-08-05 19:04:22,510 - src.model.yolo_detector - INFO - Processed im8.png: 2 cards cropped
2025-08-05 19:04:22,510 - src.model.yolo_detector - INFO - Processing 29/29: im9.png
2025-08-05 19:04:22,540 - src.model.yolo_detector - INFO - Found 1 detections in im9.png
2025-08-05 19:04:22,546 - src.model.yolo_detector - INFO - Saved cropped image to data\processed_id_cards\cropped\titre-sejour-fr\im9_card_1.jpg
2025-08-05 19:04:22,546 - src.model.yolo_detector - INFO - Processed im9.png: 1 cards cropped
2025-08-05 19:04:22,546 - src.model.yolo_detector - INFO - Batch processing completed:
2025-08-05 19:04:22,548 - src.model.yolo_detector - INFO -   - Total images: 29
2025-08-05 19:04:22,548 - src.model.yolo_detector - INFO -   - Processed: 25
2025-08-05 19:04:22,548 - src.model.yolo_detector - INFO -   - Total detections: 42
2025-08-05 19:04:22,549 - src.model.yolo_detector - INFO -   - Total cropped: 42
2025-08-05 19:04:22,549 - src.model.id_card_processor - INFO - Processing cropped ID cards...
2025-08-05 19:04:22,552 - src.model.id_card_processor - INFO - Processing 42 images from data\processed_id_cards\cropped and subdirectories
2025-08-05 19:04:22,552 - src.model.id_card_processor - INFO - Processing 1/42: im10_card_1.jpg
2025-08-05 19:04:22,564 - src.model.id_card_processor - INFO - Removing background from im10_card_1.jpg
2025-08-05 19:04:22,877 - src.model.id_card_processor - INFO - Enhancing im10_card_1.jpg
2025-08-05 19:04:23,016 - src.model.id_card_processor - INFO - Normalizing im10_card_1.jpg
2025-08-05 19:04:23,023 - src.model.id_card_processor - INFO - Processed im10_card_1.jpg
2025-08-05 19:04:23,023 - src.model.id_card_processor - INFO - Processing 2/42: im11_card_1.jpg
2025-08-05 19:04:23,034 - src.model.id_card_processor - INFO - Removing background from im11_card_1.jpg
2025-08-05 19:04:23,264 - src.model.id_card_processor - INFO - Enhancing im11_card_1.jpg
2025-08-05 19:04:23,265 - src.model.id_card_processor - INFO - Normalizing im11_card_1.jpg
2025-08-05 19:04:23,270 - src.model.id_card_processor - INFO - Processed im11_card_1.jpg
2025-08-05 19:04:23,271 - src.model.id_card_processor - INFO - Processing 3/42: im11_card_2.jpg
2025-08-05 19:04:23,282 - src.model.id_card_processor - INFO - Removing background from im11_card_2.jpg
2025-08-05 19:04:23,312 - src.model.id_card_processor - INFO - Enhancing im11_card_2.jpg
2025-08-05 19:04:23,313 - src.model.id_card_processor - INFO - Normalizing im11_card_2.jpg
2025-08-05 19:04:23,316 - src.model.id_card_processor - INFO - Processed im11_card_2.jpg
2025-08-05 19:04:23,316 - src.model.id_card_processor - INFO - Processing 4/42: im12_card_1.jpg
2025-08-05 19:04:23,328 - src.model.id_card_processor - INFO - Removing background from im12_card_1.jpg
2025-08-05 19:04:23,670 - src.model.id_card_processor - INFO - Enhancing im12_card_1.jpg
2025-08-05 19:04:23,671 - src.model.id_card_processor - INFO - Normalizing im12_card_1.jpg
2025-08-05 19:04:23,675 - src.model.id_card_processor - INFO - Processed im12_card_1.jpg
2025-08-05 19:04:23,676 - src.model.id_card_processor - INFO - Processing 5/42: im12_card_2.jpg
2025-08-05 19:04:23,686 - src.model.id_card_processor - INFO - Removing background from im12_card_2.jpg
2025-08-05 19:04:29,279 - src.model.id_card_processor - INFO - Enhancing im12_card_2.jpg
2025-08-05 19:04:29,284 - src.model.id_card_processor - INFO - Normalizing im12_card_2.jpg
2025-08-05 19:04:29,289 - src.model.id_card_processor - INFO - Processed im12_card_2.jpg
2025-08-05 19:04:29,290 - src.model.id_card_processor - INFO - Processing 6/42: im14_card_1.jpg
2025-08-05 19:04:29,301 - src.model.id_card_processor - INFO - Removing background from im14_card_1.jpg
2025-08-05 19:04:29,774 - src.model.id_card_processor - INFO - Enhancing im14_card_1.jpg
2025-08-05 19:04:29,775 - src.model.id_card_processor - INFO - Normalizing im14_card_1.jpg
2025-08-05 19:04:29,779 - src.model.id_card_processor - INFO - Processed im14_card_1.jpg
2025-08-05 19:04:29,780 - src.model.id_card_processor - INFO - Processing 7/42: im15_card_1.jpg
2025-08-05 19:04:29,791 - src.model.id_card_processor - INFO - Removing background from im15_card_1.jpg
2025-08-05 19:04:30,009 - src.model.id_card_processor - INFO - Enhancing im15_card_1.jpg
2025-08-05 19:04:30,010 - src.model.id_card_processor - INFO - Normalizing im15_card_1.jpg
2025-08-05 19:04:30,015 - src.model.id_card_processor - INFO - Processed im15_card_1.jpg
2025-08-05 19:04:30,015 - src.model.id_card_processor - INFO - Processing 8/42: im2_card_1.jpg
2025-08-05 19:04:30,017 - src.model.id_card_processor - INFO - Removing background from im2_card_1.jpg
2025-08-05 19:04:31,861 - src.model.id_card_processor - INFO - Enhancing im2_card_1.jpg
2025-08-05 19:04:31,863 - src.model.id_card_processor - INFO - Normalizing im2_card_1.jpg
2025-08-05 19:04:31,869 - src.model.id_card_processor - INFO - Processed im2_card_1.jpg
2025-08-05 19:04:31,869 - src.model.id_card_processor - INFO - Processing 9/42: im2_card_2.jpg
2025-08-05 19:04:31,884 - src.model.id_card_processor - INFO - Removing background from im2_card_2.jpg
2025-08-05 19:04:38,985 - src.model.id_card_processor - INFO - Enhancing im2_card_2.jpg
2025-08-05 19:04:38,996 - src.model.id_card_processor - INFO - Normalizing im2_card_2.jpg
2025-08-05 19:04:39,007 - src.model.id_card_processor - INFO - Processed im2_card_2.jpg
2025-08-05 19:04:39,008 - src.model.id_card_processor - INFO - Processing 10/42: im3_card_1.jpg
2025-08-05 19:04:39,009 - src.model.id_card_processor - INFO - Removing background from im3_card_1.jpg
2025-08-05 19:04:39,177 - src.model.id_card_processor - INFO - Enhancing im3_card_1.jpg
2025-08-05 19:04:39,178 - src.model.id_card_processor - INFO - Normalizing im3_card_1.jpg
2025-08-05 19:04:39,182 - src.model.id_card_processor - INFO - Processed im3_card_1.jpg
2025-08-05 19:04:39,182 - src.model.id_card_processor - INFO - Processing 11/42: im4_card_1.jpg
2025-08-05 19:04:39,184 - src.model.id_card_processor - INFO - Removing background from im4_card_1.jpg
2025-08-05 19:04:39,374 - src.model.id_card_processor - INFO - Enhancing im4_card_1.jpg
2025-08-05 19:04:39,375 - src.model.id_card_processor - INFO - Normalizing im4_card_1.jpg
2025-08-05 19:04:39,379 - src.model.id_card_processor - INFO - Processed im4_card_1.jpg
2025-08-05 19:04:39,379 - src.model.id_card_processor - INFO - Processing 12/42: im5_card_1.jpg
2025-08-05 19:04:39,389 - src.model.id_card_processor - INFO - Removing background from im5_card_1.jpg
2025-08-05 19:04:39,842 - src.model.id_card_processor - INFO - Enhancing im5_card_1.jpg
2025-08-05 19:04:39,843 - src.model.id_card_processor - INFO - Normalizing im5_card_1.jpg
2025-08-05 19:04:39,846 - src.model.id_card_processor - INFO - Processed im5_card_1.jpg
2025-08-05 19:04:39,846 - src.model.id_card_processor - INFO - Processing 13/42: im5_card_2.jpg
2025-08-05 19:04:39,859 - src.model.id_card_processor - INFO - Removing background from im5_card_2.jpg
2025-08-05 19:04:42,430 - src.model.id_card_processor - INFO - Enhancing im5_card_2.jpg
2025-08-05 19:04:42,434 - src.model.id_card_processor - INFO - Normalizing im5_card_2.jpg
2025-08-05 19:04:42,438 - src.model.id_card_processor - INFO - Processed im5_card_2.jpg
2025-08-05 19:04:42,439 - src.model.id_card_processor - INFO - Processing 14/42: im6_card_1.jpg
2025-08-05 19:04:42,449 - src.model.id_card_processor - INFO - Removing background from im6_card_1.jpg
2025-08-05 19:04:47,647 - src.model.id_card_processor - INFO - Enhancing im6_card_1.jpg
2025-08-05 19:04:47,652 - src.model.id_card_processor - INFO - Normalizing im6_card_1.jpg
2025-08-05 19:04:47,657 - src.model.id_card_processor - INFO - Processed im6_card_1.jpg
2025-08-05 19:04:47,657 - src.model.id_card_processor - INFO - Processing 15/42: im6_card_2.jpg
2025-08-05 19:04:47,680 - src.model.id_card_processor - INFO - Removing background from im6_card_2.jpg