detect/mobilenet_v3_large-fpn.yaml

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Discussion for detect/mobilenet_v3_large-fpn.yaml

📊 Metadata

👤 author: @Y-T-G
🎯 task: detect
🔑 keywords: cnn, mobilenet, fpn
📝 description: MobileNetv3-Large pretrained backbone with YOLO11 FPN neck and Detect head.
⚡ flops: 16.3
🔢 parameters: 14,505,363
💻 min_version: 8.3.59

If you found this config helpful, consider upvoting this discussion! 🔼

[Nikhil-S-Shinde]

[-1, 1, TorchVision, [768, mobilenet_v3_large, DEFAULT, True, 2, True]] # 0

what exactly is 768? and how do you decide what number has to go there?

[Y-T-G]

You can read this.

ultralytics/ultralytics#18564 (comment)

[iamsalvs]

I found this config helpful, however what if I want to apply mobilenetv2 instead? Do I just replace it or I need for it to be manually parsed in the original ultralytics code?

[Y-T-G]

You can try replacing it. If the output channels are different , you would need to update the layers.

ultralytics/ultralytics#18564 (comment)