Lightly Insights

Image Folder {{ image_analysis.image_folder }}
Date Generated {{ date_generated }}

{{ image_analysis.num_images }} Images

Median size {{ image_analysis.median_size[0] }} × {{ image_analysis.median_size[1] }}
Images without a label {% if filename_insights.num_images_no_label > 0 %} * {% endif %} {{ filename_insights.num_images_no_label }}
Images with 0 objects {{ object_detection_analysis.num_images_zero_objects }}
Avg objects per image {{ "{0:.1f}".format(object_detection_analysis.total.num_objects / image_analysis.num_images) }}
{% if filename_insights.num_images_no_label > 0 %}

* Their filenames were exported to images_no_label.txt.

{% endif %}

{{ object_detection_analysis.total.num_objects }} Objects

Num classes {{ object_detection_insights.num_classes }}
Avg objects per class {{ "{0:.1f}".format(object_detection_analysis.total.num_objects / object_detection_insights.num_classes) }}
Avg images per class {{ "{0:.1f}".format(image_analysis.num_images / object_detection_insights.num_classes) }}
Avg size {{ "{0:.1f}".format(object_detection_analysis.total.avg_size[0]) }} × {{ "{0:.1f}".format(object_detection_analysis.total.avg_size[1]) }}
Avg area {{ "{0:.0f}".format(100 * object_detection_analysis.total.avg_rel_area) }} %

Sample Images

{% for sample_image in image_insights.sample_images %}
{{ sample_image.filename }}
{% endfor %}

Image Size Insights

Image Size Plot
{% for image_size, num_images in image_insights.image_sizes_most_common %} {% endfor %}
Width × Height Num Images
{{ image_size[0] }} × {{ image_size[1] }} {{ num_images }}

Object Detection Insights

{{ object_detection_analysis.total.num_objects }} Objects of {{ object_detection_insights.num_classes }} Classes

Avg size {{ "{0:.1f}".format(object_detection_analysis.total.avg_size[0]) }} × {{ "{0:.1f}".format(object_detection_analysis.total.avg_size[1]) }}
Avg area {{ "{0:.0f}".format(100 * object_detection_analysis.total.avg_rel_area) }} %
{% with plots=object_detection_insights.plots %} {% include 'plots.html' %} {% endwith %} {% for class_id in object_detection_insights.class_ids_most_common %} {% set class = object_detection_analysis.classes[class_id] %} {% endfor %}
Class Num Objects Bar Representation
{{ class.class_name }} {{ class.num_objects }}

Class Insights

{{ object_detection_insights.num_classes }} Classes

Choose a class:

{% for class_id in object_detection_insights.class_ids_most_common %} {% set class = object_detection_analysis.classes[class_id] %}

{{ class.num_objects }} Objects of Class "{{ class.class_name }}"

{% if class.num_objects > 0 %}
Avg size {{ "{0:.1f}".format(class.avg_size[0]) }} × {{ "{0:.1f}".format(class.avg_size[1]) }}
Avg area {{ "{0:.0f}".format(100 * class.avg_rel_area) }} %

Sample Images

{% for filename in class.sample_filenames %}
{{ filename }}
{% endfor %}

Statistics

{% with plots=object_detection_insights.class_plots[class_id] %} {% include 'plots.html' %} {% endwith %} {% endif %}
{% endfor %}

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