Dataset Analytics

Generated on March 27, 2023 at 6:23 am.

Number of Images

188

Number of Annotations

277

Average Image Size

0.63 mp

Median Image Ratio

890x709
wide

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

17
Under Represented
Under Represented
Under Represented
6
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented

Dimension Insights

Overview of the sizes and aspect ratios of the images in your dataset.

Size Distribution

Sizes are based on the number of pixels in your images.

The purple box indicates the median width by median height image (890x709).

188
890px
709px

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

square
2
wide
186

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

all
expressway_entrance_start (14)
pass_left (10)
directional_express_way (35)
directional_normal (21)
height_limit (30)
speed_limit (16)
pedestrian_crossing_ahead (8)
parking (1)
other (17)
no_right_turn (24)
level_crossing (6)
no_left_turn (13)
light_signal_ahead (7)
turn_right (2)
no_parking (9)
level_crossing_gates_ahead (5)
stop (6)
chevron_markers (23)
no_entry (6)
expressway_entrance_end (3)
right_merges_ahead (1)
no_u_turn (2)
pedestrian_crossing (10)
bus_stop (1)
staggered_junc_ahead (1)
roundabout (3)
left_merges_ahead (1)
T_juc_ahead (1)
right_bend_ahead (1)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all
expressway_entrance_start
pass_left
directional_express_way
directional_normal
height_limit
speed_limit
pedestrian_crossing_ahead
parking
other
no_right_turn
level_crossing
no_left_turn
light_signal_ahead
turn_right
no_parking
level_crossing_gates_ahead
stop
chevron_markers
no_entry
expressway_entrance_end
right_merges_ahead
no_u_turn
pedestrian_crossing
bus_stop
staggered_junc_ahead
roundabout
left_merges_ahead
T_juc_ahead
right_bend_ahead
    128 imgs
    64
  • 1
  • 2
  • 3
  • 4
  • 5
Count of all objects

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