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finetuning about danet HOT 2 CLOSED

junfu1115 avatar junfu1115 commented on June 24, 2024
finetuning

from danet.

Comments (2)

yiqigo0215 avatar yiqigo0215 commented on June 24, 2024

Hi, did you train the model with single gpu successively

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sbharadwajj avatar sbharadwajj commented on June 24, 2024

This is what I'm running from my terminal
CUDA_VISIBLE_DEVICES=0,1 python train.py --dataset balloons --model danet --backbone resnet50 --checkname danet101 --base-size 512 --crop-size 384 --epochs 240 --batch-size 8 --lr 0.003 --ft --ft-resume /danet_model/danet101/model_best.pth.tar --pre-class 1 --workers 2 --multi-grid --multi-dilation 4 8 16

My dataset has only one class, i.e balloons. To load the dataset, I edited the cityscapes.py and modified it to accept a single class.

But I am not sure as to which weights i have to use to fine-tune the model.

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