yolov2_darknet19 medium yolov2 darknet19 vision_detection-tracking not forward validated unknown 50 ops
YOLOv4-CSP (all-CSP backbone and neck, reduced parameters) large yolov4 csp history not forward validated unknown 370 ops
YOLOv4 (CSPDarknet + SPP + PANet + 3-scale YOLO head) large yolov4 cspdarknet history not forward validated unknown 370 ops
YOLOv4-P7 (5-scale head with P6 and P7 pyramid levels) large yolov4 p7 history not forward validated unknown 552 ops
YOLOv7-D6 (deep P6 E-ELAN, depth-3 conv sequences) monster yolov7 d6 history not forward validated unknown 1506 ops
YOLOv7 (E-ELAN detector, PANet neck, RepConv head, auxiliary head) large yolov7 e history not forward validated unknown 843 ops
YOLOv7-E6 (wider P6 E-ELAN, 5-group aggregation) monster yolov7 e6 history not forward validated unknown 1338 ops
YOLOv7-E6E (stacked double E-ELAN blocks per P6 stage) monster yolov7 e6e history not forward validated unknown 1509 ops
YOLOv7-tiny (narrow E-ELAN, 3-group aggregation) large yolov7 tiny history not forward validated unknown 724 ops
YOLOv7-W6 (E-ELAN + P6 pyramid, stride-64 head) monster yolov7 w6 history not forward validated unknown 1170 ops
YOLOv7x (wider E-ELAN backbone, more channels) large yolov7x wider history not forward validated unknown 843 ops
yolov8-cls-resnet101 large yolov8 cls vision_classification-backbone not forward validated unknown 839 ops
yolov8-cls-resnet50 large yolov8 cls vision_classification-backbone not forward validated unknown 431 ops
yolov8l-ghost-p2 monster yolov8l ghost vision_detection-tracking not forward validated unknown 1744 ops
yolov8l-ghost-p6 monster yolov8l ghost vision_detection-tracking not forward validated unknown 1880 ops