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object_detection_hands_wrist/5 (latest)
Dataset Analytics
Generated on February 22, 2024 at 11:58 pm.
Average Image Size
0.41 mp
Median Image Ratio
640x640
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
196
180
172
171
166
162
161
160
158
157
157
151
150
148
142
133
146
115
132
131
129
126
103
106
102
101
102
114
112
90
100
35
47
30
30
27
26
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
44
40
42
42
39
26
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
18
10
10
10
10
14
14
14
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
13
Add more images with this class to improve the model's ability to learn and predict it.
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.
All images are the same size, 640x640.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
353
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
hand_left (196)
L_Ulnar_Styloid (148)
L_Radial_Styloid (151)
L_Mid_Wrist (133)
L_1_MCP (166)
L_2_MCP (172)
L_5_MCP (162)
L_3_MCP (171)
hand_right (180)
R_Radial_Styloid (150)
R_1_MCP (161)
R_Ulnar_Styloid (157)
R_2_MCP (158)
R_Mid_Wrist (142)
R_3_MCP (160)
R_5_MCP (157)
