Trained the YOLOv8n model on the above mentioned dataset, running training for 50 epochs
- Box loss: 1.3701
- Class predictions loss: 0.6704
- Detection & Localization loss: 1.0026
- Precision: 0.90212
- Recall: 0.93482
- Mean Average Precision ( threshold 0.5): 0.96124
- Mean Average Precision ( threshold 0.5 to 0.95): 0.54982
- Box loss: 1.4979
- Class predictions loss: 0.66644
- Detection & Localization loss: 1.0533
Trained the YOLOv8n model on the above mentioned dataset, running training for 50 epochs
- Box loss: 2.1599
- Class predictions loss: 1.297
- Detection & Localization loss: 1.049
- Precision: 0.82403
- Recall: 0.78679
- Mean Average Precision ( threshold 0.5): 0.80289
- Mean Average Precision ( threshold 0.5 to 0.95): 0.35833
- Box loss: 2.0365
- Class predictions loss: 1.955
- Detection & Localization loss: 1.0089
Trained the YOLOv8n model on the above mentioned dataset, running training for 50 epochs
- Box loss: 1.4272
- Class predictions loss: 0.68797
- Detection & Localization loss: 1.0129
- Precision: 0.87044
- Recall: 0.9089
- Mean Average Precision ( threshold 0.5): 0.93178
- Mean Average Precision ( threshold 0.5 to 0.95): 0.51629
- Box loss: 1.5471
- Class predictions loss: 0.72492
- Detection & Localization loss: 1.0358
Trained the YOLOv8n model on the above mentioned dataset, running training for 50 epochs
- Box loss: 1.441
- Class predictions loss: 0.72355
- Detection & Localization loss: 1.0187
- Precision: 0.89621
- Recall: 0.90416
- Mean Average Precision ( threshold 0.5): 0.93917
- Mean Average Precision ( threshold 0.5 to 0.95): 0.50592
- Box loss: 1.5887
- Class predictions loss: 0.71573
- Detection & Localization loss: 1.0401
Trained the YOLOv8n model on the above mentioned dataset, running training for 50 epochs
- Box loss: 1.4048
- Class predictions loss: 0.66397
- Detection & Localization loss: 1.0151
- Precision: 0.92109
- Recall: 0.93271
- Mean Average Precision ( threshold 0.5): 0.96445
- Mean Average Precision ( threshold 0.5 to 0.95): 0.57651
- Box loss: 1.3906
- Class predictions loss: 0.62483
- Detection & Localization loss: 1.0077