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coco dataset script
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scripts/get_coco_dataset.sh
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31
scripts/get_coco_dataset.sh
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#!/bin/bash
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# Clone COCO API
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git clone https://github.com/pdollar/coco
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cd coco
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mkdir images
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cd images
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# Download Images
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wget -c https://pjreddie.com/media/files/train2014.zip
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wget -c https://pjreddie.com/media/files/val2014.zip
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# Unzip
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unzip -q train2014.zip
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unzip -q val2014.zip
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cd ..
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# Download COCO Metadata
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wget -c https://pjreddie.com/media/files/instances_train-val2014.zip
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wget -c https://pjreddie.com/media/files/coco/5k.part
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wget -c https://pjreddie.com/media/files/coco/trainvalno5k.part
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wget -c https://pjreddie.com/media/files/coco/labels.tgz
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tar xzf labels.tgz
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unzip -q instances_train-val2014.zip
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# Set Up Image Lists
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paste <(awk "{print \"$PWD\"}" <5k.part) 5k.part | tr -d '\t' > 5k.txt
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paste <(awk "{print \"$PWD\"}" <trainvalno5k.part) trainvalno5k.part | tr -d '\t' > trainvalno5k.txt
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@ -548,7 +548,7 @@ void train_dcgan(char *cfg, char *weight, char *acfg, char *aweight, int clear,
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printf("%f\n", genaloss);
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scal_ongpu(imlayer.outputs*imlayer.batch, 1, imerror, 1);
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scal_ongpu(imlayer.outputs*imlayer.batch, .1, gnet.layers[gnet.n-1].delta_gpu, 1);
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scal_ongpu(imlayer.outputs*imlayer.batch, .00, gnet.layers[gnet.n-1].delta_gpu, 1);
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printf("realness %f\n", cuda_mag_array(imerror, imlayer.outputs*imlayer.batch));
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printf("features %f\n", cuda_mag_array(gnet.layers[gnet.n-1].delta_gpu, imlayer.outputs*imlayer.batch));
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