INSECT DETECTOR (YOLOV4)

On this website you can try the model with your own images and buy it if you are satisfied with its accuracy. 



 

Model description:

This model detects insects like: Bee, Lady bug, Ant, Caterpillar, Butterfly, Dragonfly etc. 

 

Number of classes: 1 (insect)

 

Metrics:

detections_count = 1868, unique_truth_count = 927
class_id = 0, name = Insect, ap = 86.34%         (TP = 779, FP = 147)

for conf_thresh = 0.25, precision = 0.84, recall = 0.84, F1-score = 0.84
for conf_thresh = 0.25, TP = 779, FP = 147, FN = 148, average IoU = 71.17 %

IoU threshold = 50 %, used Area-Under-Curve for each unique Recall
mean average precision (mAP@0.50) = 0.863361, or 86.34 %

System requirements:

Inference time using CPU: 300 ms (on HP Laptop 15-DA0042NH (Processor: Intel(R) Core(TM) i7-8550U CPU))