what gives me best accuracy of theses models for small object

[VYRION-Ai]

what gives me best accuracy of theses models for small object

''[ 'fasterrcnn_convnext_small', 'fasterrcnn_convnext_tiny', 'fasterrcnn_custom_resnet', 'fasterrcnn_darknet', 'fasterrcnn_efficientnet_b0', 'fasterrcnn_efficientnet_b4', 'fasterrcnn_mbv3_small_nano_head', 'fasterrcnn_mbv3_large', 'fasterrcnn_mini_darknet_nano_head', 'fasterrcnn_mini_darknet', 'fasterrcnn_mini_squeezenet1_1_small_head', 'fasterrcnn_mini_squeezenet1_1_tiny_head', 'fasterrcnn_mobilenetv3_large_320_fpn', # Torchvision COCO pretrained 'fasterrcnn_mobilenetv3_large_fpn', # Torchvision COCO pretrained 'fasterrcnn_nano', 'fasterrcnn_resnet18', 'fasterrcnn_resnet50_fpn_v2', # Torchvision COCO pretrained 'fasterrcnn_resnet50_fpn', # Torchvision COCO pretrained 'fasterrcnn_resnet101', 'fasterrcnn_resnet152', 'fasterrcnn_squeezenet1_0', 'fasterrcnn_squeezenet1_1_small_head', 'fasterrcnn_squeezenet1_1', 'fasterrcnn_vitdet', 'fasterrcnn_vitdet_tiny', 'fasterrcnn_mobilevit_xxs', 'fasterrcnn_regnet_y_400mf' ]''

[sovit-123]

Hi @VYRION-Ai If you are looking for the best accuracy and FPS is not a concern, then fasterrcnn_resnet50_fpn_v2 works best.

[VYRION-Ai]

thank you