remove link from notebooks-data and use file for title details

Author: RizwanMunawar

docs/notebooks-data.yml

@@ -6,15 +6,13 @@
 
 notebooks:
   - title: "Detect, Segment, Classify, Pose using Ultralytics YOLO"
-    link: "https://docs.ultralytics.com/tasks/"
     file: "examples/tutorial.ipynb"
     youtube: "https://youtu.be/NAs-cfq9BDw"
     blog: "https://www.ultralytics.com/blog/how-to-use-ultralytics-yolo11-for-object-detection"
     discussion: "https://github.com/orgs/ultralytics/discussions/16241"
     github: "https://github.com/ultralytics/ultralytics"
 
   - title: "Car Parts Segmentation using Ultralytics YOLO"
-    link: "https://docs.ultralytics.com/datasets/segment/carparts-seg/"
     file: "notebooks/how-to-train-ultralytics-yolo-on-carparts-segmentation-dataset.ipynb"
     youtube: "https://youtu.be/HATMPgLYAPU"
     blog: "https://www.ultralytics.com/blog/image-segmentation-with-ultralytics-yolo11-on-google-colab"
@@ -23,29 +21,25 @@ notebooks:
     dataset: "https://docs.ultralytics.com/datasets/segment/carparts-seg/"
 
   - title: "Ultralytics YOLO with SAHI Tiled Inference"
-    link: "https://docs.ultralytics.com/guides/sahi-tiled-inference/"
     file: "notebooks/how-to-use-ultralytics-yolo-with-sahi.ipynb"
     youtube: "https://youtu.be/tq3FU_QczxE"
     discussion: "https://github.com/orgs/ultralytics/discussions/8121"
 
   - title: "Medical Pills Detection using Ultralytics YOLO"
-    link: "https://docs.ultralytics.com/datasets/detect/medical-pills/"
     file: "notebooks/how-to-train-ultralytics-yolo-on-medical-pills-dataset.ipynb"
     youtube: "https://youtu.be/8gePl_Zcs5c"
     blog: "https://www.ultralytics.com/blog/a-deep-dive-into-detecting-pills-using-ultralytics-yolo11"
     discussion: "https://github.com/orgs/ultralytics/discussions/18515"
     dataset: "https://docs.ultralytics.com/datasets/detect/medical-pills/"
 
   - title: "Brain Tumor Detection using Ultralytics YOLO"
-    link: "https://docs.ultralytics.com/datasets/detect/brain-tumor/"
     file: "notebooks/how-to-train-ultralytics-yolo-on-brain-tumor-detection-dataset.ipynb"
     youtube: "https://youtu.be/ogTBBD8McRk"
     blog: "https://www.ultralytics.com/blog/using-yolo11-for-tumor-detection-in-medical-imaging"
     discussion: "https://github.com/orgs/ultralytics/discussions/9101"
     dataset: "https://docs.ultralytics.com/datasets/detect/brain-tumor/"
 
   - title: "Object Counting using Ultralytics YOLO"
-    link: "https://docs.ultralytics.com/guides/object-counting/"
     file: "notebooks/how-to-count-the-objects-using-ultralytics-yolo.ipynb"
     youtube: "https://youtu.be/vKcD44GkSF8"
     discussion: "https://github.com/orgs/ultralytics/discussions/8112"
@@ -68,63 +62,54 @@ notebooks:
     arxiv: "https://arxiv.org/abs/2311.06242"
 
   - title: "Export Validation Results in Pandas Dataframe, CSV, SQL and Other Formats.ipynb"
-    link: "https://docs.ultralytics.com/modes/val/"
     file: "notebooks/how-to-export-the-validation-results-into-dataframe-csv-sql-and-other-formats.ipynb"
     youtube: "https://youtu.be/j8uQc0qB91s"
     discussion: "https://github.com/orgs/ultralytics/discussions/8153"
 
   - title: "HomeObjects-3K Dataset for Everyday Object Detection"
-    link: "https://docs.ultralytics.com/datasets/detect/homeobjects-3k/"
     file: "notebooks/how-to-train-ultralytics-yolo-on-homeobjects-dataset.ipynb"
     youtube: "https://youtu.be/v3iqOYoRBFQ"
     discussion: "https://github.com/orgs/ultralytics/discussions/20805"
     dataset: "https://docs.ultralytics.com/datasets/detect/homeobjects-3k/"
 
   - title: "Generate Heatmaps using Ultralytics YOLO"
-    link: "https://docs.ultralytics.com/guides/heatmaps/"
     file: "notebooks/how-to-generate-heatmaps-using-ultralytics-yolo.ipynb"
     youtube: "https://youtu.be/4ezde5-nZZw"
     blog: "https://www.ultralytics.com/blog/ultralytics-yolo11-and-computer-vision-in-smart-supermarkets"
     discussion: "https://github.com/orgs/ultralytics/discussions/10068"
 
   - title: "Monitor Your Workouts using Ultralytics YOLO"
-    link: "https://docs.ultralytics.com/guides/workouts-monitoring/"
     file: "notebooks/how-to-monitor-workouts-using-ultralytics-yolo.ipynb"
     youtube: "https://youtu.be/LGGxqLZtvuw"
     blog: "https://www.ultralytics.com/blog/smart-fitness-technology-enabled-by-ultralytics-yolo11"
     discussion: "https://github.com/orgs/ultralytics/discussions/8820"
 
   - title: "Package Segmentation using Ultralytics YOLO"
-    link: "https://docs.ultralytics.com/datasets/segment/package-seg/"
     file: "notebooks/how-to-train-ultralytics-yolo-on-package-segmentation-dataset.ipynb"
     youtube: "https://youtu.be/ZF7EAodHn1U"
     blog: "https://www.ultralytics.com/blog/package-identification-and-segmentation-with-ultralytics-yolo11"
     discussion: "https://github.com/orgs/ultralytics/discussions/18338"
     dataset: "https://docs.ultralytics.com/datasets/segment/package-seg/"
 
   - title: "Track Objects in a Zone using Ultralytics YOLO"
-    link: "https://docs.ultralytics.com/guides/trackzone/"
     file: "notebooks/how-to-track-the-objects-in-zone-using-ultralytics-yolo.ipynb"
     youtube: "https://youtu.be/SMSJvjUG1ko"
     discussion: "https://github.com/orgs/ultralytics/discussions/17962"
 
   - title: "Inference using SAM and SAM2 with Ultralytics"
-    link: "https://docs.ultralytics.com/models/sam/"
     file: "notebooks/inference-with-meta-sam-and-sam2-using-ultralytics-python-package.ipynb"
     youtube: "https://youtu.be/yXQPLMrNX2s"
     blog: "https://www.ultralytics.com/blog/applications-of-meta-ai-segment-anything-model-2-sam-2"
     discussion: "https://github.com/orgs/ultralytics/discussions/14830"
 
   - title: "Crack Segmentation using Ultralytics YOLO"
-    link: "https://docs.ultralytics.com/datasets/segment/crack-seg/"
     file: "notebooks/how-to-train-ultralytics-yolo-on-crack-segmentation-dataset.ipynb"
     youtube: "https://youtu.be/C4mc40YKm-g"
     blog: "https://www.ultralytics.com/blog/using-ai-for-crack-detection-and-segmentation"
     discussion: "https://github.com/orgs/ultralytics/discussions/9817"
     dataset: "https://docs.ultralytics.com/datasets/segment/crack-seg/"
 
   - title: "Queue Management using Ultralytics Solutions"
-    link: "https://docs.ultralytics.com/guides/queue-management/"
     file: "notebooks/how-to-monitor-objects-in-queue-using-queue-management-solution.ipynb"
     youtube: "https://youtu.be/gX5kSRD56Gs"
     blog: "https://www.ultralytics.com/blog/a-look-at-real-time-queue-monitoring-enabled-by-computer-vision"

docs/update-readme-table.py

@@ -25,8 +25,8 @@ def center_badges(*badges):
 
 for nb in data["notebooks"]:
     # Title link
-    if nb.get("link"):
-        title_link = f'<a href="{nb["link"]}">{nb["title"]}</a>'
+    if nb.get("file"):
+        title_link = f'<a href="{nb["file"]}">{nb["title"]}</a>'
     else:
         github_url = f"https://github.com/ultralytics/notebooks/blob/main/{nb['file']}"
         title_link = f"[{nb['title']}]({github_url})"