5a58950a7c
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com> Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
24 lines
794 B
YAML
24 lines
794 B
YAML
# Ultralytics 🚀 AGPL-3.0 License - https://ultralytics.com/license
|
|
|
|
# Ultralytics YOLO11-cls image classification model with ResNet18 backbone
|
|
# Model docs: https://docs.ultralytics.com/models/yolo11
|
|
# Task docs: https://docs.ultralytics.com/tasks/classify
|
|
|
|
# Parameters
|
|
nc: 10 # number of classes
|
|
scales: # model compound scaling constants, i.e. 'model=yolo11n-cls.yaml' will call yolo11-cls.yaml with scale 'n'
|
|
# [depth, width, max_channels]
|
|
n: [0.33, 0.25, 1024]
|
|
s: [0.33, 0.50, 1024]
|
|
m: [0.67, 0.75, 1024]
|
|
l: [1.00, 1.00, 1024]
|
|
x: [1.00, 1.25, 1024]
|
|
|
|
# ResNet18 backbone
|
|
backbone:
|
|
# [from, repeats, module, args]
|
|
- [-1, 1, TorchVision, [512, "resnet18", "DEFAULT", True, 2]] # truncate two layers from the end
|
|
|
|
# YOLO11n head
|
|
head:
|
|
- [-1, 1, Classify, [nc]] # Classify
|