ultralytics 8.3.28 new Solutions CLI commands (#17233)
Signed-off-by: UltralyticsAssistant <web@ultralytics.com> Co-authored-by: UltralyticsAssistant <web@ultralytics.com> Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
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17 changed files with 310 additions and 48 deletions
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@ -33,9 +33,21 @@ This guide provides a comprehensive overview of three fundamental types of [data
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- Bar plots, on the other hand, are suitable for comparing quantities across different categories and showing relationships between a category and its numerical value.
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- Lastly, pie charts are effective for illustrating proportions among categories and showing parts of a whole.
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!!! analytics "Analytics Examples"
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!!! example "Analytics Examples"
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=== "Line Graph"
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=== "CLI"
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```bash
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yolo solutions analytics show=True
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# pass the source
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yolo solutions analytics source="path/to/video/file.mp4"
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# generate the pie chart
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yolo solutions analytics analytics_type="pie" show=True
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```
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=== "Python"
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```python
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import cv2
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@ -36,7 +36,20 @@ A heatmap generated with [Ultralytics YOLO11](https://github.com/ultralytics/ult
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!!! example "Heatmaps using Ultralytics YOLO11 Example"
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=== "Heatmap"
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=== "CLI"
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```bash
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# Run a heatmap example
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yolo solutions heatmap show=True
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# Pass a source video
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yolo solutions heatmap source="path/to/video/file.mp4"
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# Pass a custom colormap
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yolo solutions heatmap colormap=cv2.COLORMAP_INFERNO
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```
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=== "Python"
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```python
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import cv2
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@ -48,7 +48,20 @@ Object counting with [Ultralytics YOLO11](https://github.com/ultralytics/ultraly
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!!! example "Object Counting using YOLO11 Example"
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=== "Count in Region"
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=== "CLI"
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```bash
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# Run a counting example
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yolo solutions count show=True
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# Pass a source video
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yolo solutions count source="path/to/video/file.mp4"
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# Pass region coordinates
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yolo solutions count region=[(20, 400), (1080, 404), (1080, 360), (20, 360)]
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```
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=== "Python"
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```python
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import cv2
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@ -35,7 +35,20 @@ Queue management using [Ultralytics YOLO11](https://github.com/ultralytics/ultra
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!!! example "Queue Management using YOLO11 Example"
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=== "Queue Manager"
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=== "CLI"
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```bash
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# Run a queue example
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yolo solutions queue show=True
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# Pass a source video
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yolo solutions queue source="path/to/video/file.mp4"
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# Pass queue coordinates
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yolo solutions queue region=[(20, 400), (1080, 404), (1080, 360), (20, 360)]
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```
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=== "Python"
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```python
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import cv2
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@ -40,7 +40,20 @@ keywords: Ultralytics YOLO11, speed estimation, object tracking, computer vision
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!!! example "Speed Estimation using YOLO11 Example"
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=== "Speed Estimation"
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=== "CLI"
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```bash
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# Run a speed example
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yolo solutions speed show=True
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# Pass a source video
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yolo solutions speed source="path/to/video/file.mp4"
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# Pass region coordinates
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yolo solutions speed region=[(20, 400), (1080, 404), (1080, 360), (20, 360)]
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```
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=== "Python"
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```python
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import cv2
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@ -36,7 +36,20 @@ Monitoring workouts through pose estimation with [Ultralytics YOLO11](https://gi
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!!! example "Workouts Monitoring Example"
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=== "Workouts Monitoring"
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=== "CLI"
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```bash
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# Run a workout example
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yolo solutions workout show=True
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# Pass a source video
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yolo solutions workout source="path/to/video/file.mp4"
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# Use keypoints for pushups
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yolo solutions queue kpts=[6, 8, 10]
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```
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=== "Python"
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```python
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import cv2
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