diff --git a/.gitignore b/.gitignore
index 4af1b00..51f48dd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -15,5 +15,4 @@
 *.json
 *.pt
 *.ipynb
-*.pyc
-*.log
\ No newline at end of file
+*.pyc
\ No newline at end of file
diff --git a/logs/roboflow_detector.log b/logs/roboflow_detector.log
deleted file mode 100644
index d53fb77..0000000
--- a/logs/roboflow_detector.log
+++ /dev/null
@@ -1,66 +0,0 @@
-2025-08-05 19:29:51,215 - model.roboflow_id_detector - INFO - Initialized Roboflow ID detector with model: french-card-id-detect/3
-2025-08-05 19:29:51,215 - __main__ - INFO - Starting batch processing...
-2025-08-05 19:29:51,215 - __main__ - INFO - Input directory: data\IDcards\Archive
-2025-08-05 19:29:51,215 - __main__ - INFO - Output directory: output\roboflow_detections
-2025-08-05 19:29:51,217 - model.roboflow_id_detector - INFO - Processing 15 images from data\IDcards\Archive and subdirectories
-2025-08-05 19:29:51,217 - model.roboflow_id_detector - INFO - Processing 1/15: im10.png
-2025-08-05 19:29:53,563 - model.roboflow_id_detector - INFO - Found 0 ID card detections in im10.png
-2025-08-05 19:29:53,563 - model.roboflow_id_detector - WARNING - No ID cards detected in im10.png
-2025-08-05 19:29:54,567 - model.roboflow_id_detector - INFO - Processing 2/15: im11.png
-2025-08-05 19:29:56,871 - model.roboflow_id_detector - INFO - Found 2 ID card detections in im11.png
-2025-08-05 19:29:56,897 - model.roboflow_id_detector - INFO - Saved cropped image to output\roboflow_detections\im11_card_1.jpg
-2025-08-05 19:29:56,906 - model.roboflow_id_detector - INFO - Saved cropped image to output\roboflow_detections\im11_card_2.jpg
-2025-08-05 19:29:56,920 - model.roboflow_id_detector - INFO - Processed im11.png: 2 cards cropped
-2025-08-05 19:29:57,928 - model.roboflow_id_detector - INFO - Processing 3/15: im12.png
-2025-08-05 19:30:00,037 - model.roboflow_id_detector - INFO - Found 0 ID card detections in im12.png
-2025-08-05 19:30:00,037 - model.roboflow_id_detector - WARNING - No ID cards detected in im12.png
-2025-08-05 19:30:01,039 - model.roboflow_id_detector - INFO - Processing 4/15: im13.png
-2025-08-05 19:30:04,856 - model.roboflow_id_detector - INFO - Found 0 ID card detections in im13.png
-2025-08-05 19:30:04,856 - model.roboflow_id_detector - WARNING - No ID cards detected in im13.png
-2025-08-05 19:30:05,860 - model.roboflow_id_detector - INFO - Processing 5/15: im14.png
-2025-08-05 19:30:08,314 - model.roboflow_id_detector - INFO - Found 0 ID card detections in im14.png
-2025-08-05 19:30:08,314 - model.roboflow_id_detector - WARNING - No ID cards detected in im14.png
-2025-08-05 19:30:09,327 - model.roboflow_id_detector - INFO - Processing 6/15: im15.png
-2025-08-05 19:30:11,459 - model.roboflow_id_detector - INFO - Found 0 ID card detections in im15.png
-2025-08-05 19:30:11,460 - model.roboflow_id_detector - WARNING - No ID cards detected in im15.png
-2025-08-05 19:30:12,468 - model.roboflow_id_detector - INFO - Processing 7/15: im1_.png
-2025-08-05 19:30:19,295 - model.roboflow_id_detector - INFO - Found 1 ID card detections in im1_.png
-2025-08-05 19:30:19,535 - model.roboflow_id_detector - INFO - Saved cropped image to output\roboflow_detections\im1__card_1.jpg
-2025-08-05 19:30:19,847 - model.roboflow_id_detector - INFO - Processed im1_.png: 1 cards cropped
-2025-08-05 19:30:20,874 - model.roboflow_id_detector - INFO - Processing 8/15: im2.png
-2025-08-05 19:30:23,435 - model.roboflow_id_detector - INFO - Found 0 ID card detections in im2.png
-2025-08-05 19:30:23,436 - model.roboflow_id_detector - WARNING - No ID cards detected in im2.png
-2025-08-05 19:30:24,439 - model.roboflow_id_detector - INFO - Processing 9/15: im3.png
-2025-08-05 19:30:26,301 - model.roboflow_id_detector - INFO - Found 0 ID card detections in im3.png
-2025-08-05 19:30:26,301 - model.roboflow_id_detector - WARNING - No ID cards detected in im3.png
-2025-08-05 19:30:27,302 - model.roboflow_id_detector - INFO - Processing 10/15: im4.png
-2025-08-05 19:30:29,921 - model.roboflow_id_detector - INFO - Found 0 ID card detections in im4.png
-2025-08-05 19:30:29,921 - model.roboflow_id_detector - WARNING - No ID cards detected in im4.png
-2025-08-05 19:30:30,931 - model.roboflow_id_detector - INFO - Processing 11/15: im5.png
-2025-08-05 19:30:33,293 - model.roboflow_id_detector - INFO - Found 1 ID card detections in im5.png
-2025-08-05 19:30:33,313 - model.roboflow_id_detector - INFO - Saved cropped image to output\roboflow_detections\im5_card_1.jpg
-2025-08-05 19:30:33,335 - model.roboflow_id_detector - INFO - Processed im5.png: 1 cards cropped
-2025-08-05 19:30:34,336 - model.roboflow_id_detector - INFO - Processing 12/15: im6.png
-2025-08-05 19:30:37,885 - model.roboflow_id_detector - INFO - Found 0 ID card detections in im6.png
-2025-08-05 19:30:37,886 - model.roboflow_id_detector - WARNING - No ID cards detected in im6.png
-2025-08-05 19:30:38,894 - model.roboflow_id_detector - INFO - Processing 13/15: im7.png
-2025-08-05 19:30:40,956 - model.roboflow_id_detector - INFO - Found 0 ID card detections in im7.png
-2025-08-05 19:30:40,956 - model.roboflow_id_detector - WARNING - No ID cards detected in im7.png
-2025-08-05 19:30:41,964 - model.roboflow_id_detector - INFO - Processing 14/15: im8.png
-2025-08-05 19:30:45,927 - model.roboflow_id_detector - INFO - Found 0 ID card detections in im8.png
-2025-08-05 19:30:45,927 - model.roboflow_id_detector - WARNING - No ID cards detected in im8.png
-2025-08-05 19:30:46,935 - model.roboflow_id_detector - INFO - Processing 15/15: im9.png
-2025-08-05 19:30:49,393 - model.roboflow_id_detector - INFO - Found 0 ID card detections in im9.png
-2025-08-05 19:30:49,393 - model.roboflow_id_detector - WARNING - No ID cards detected in im9.png
-2025-08-05 19:30:49,393 - model.roboflow_id_detector - INFO - Batch processing completed:
-2025-08-05 19:30:49,394 - model.roboflow_id_detector - INFO -   - Total images: 15
-2025-08-05 19:30:49,394 - model.roboflow_id_detector - INFO -   - Processed: 3
-2025-08-05 19:30:49,394 - model.roboflow_id_detector - INFO -   - Total detections: 4
-2025-08-05 19:30:49,394 - model.roboflow_id_detector - INFO -   - Total cropped: 4
-2025-08-05 19:30:49,395 - __main__ - INFO - Batch processing completed!
-2025-08-05 19:30:49,395 - __main__ - INFO -   - Total images: 15
-2025-08-05 19:30:49,395 - __main__ - INFO -   - Processed: 3
-2025-08-05 19:30:49,395 - __main__ - INFO -   - Total detections: 4
-2025-08-05 19:30:49,395 - __main__ - INFO -   - Total cropped: 4
-2025-08-05 19:30:49,396 - __main__ - INFO - Processing summary saved to: output\roboflow_detections\processing_summary.txt
-2025-08-05 19:30:49,398 - __main__ - INFO - Processing completed successfully!