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changing data loading
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@ -97,6 +97,7 @@ void forward_detection_layer(const detection_layer l, network_state state)
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truth.y = state.truth[j+1]/7;
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truth.w = pow(state.truth[j+2], 2);
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truth.h = pow(state.truth[j+3], 2);
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box out;
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out.x = l.output[j+0]/7;
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out.y = l.output[j+1]/7;
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@ -107,13 +108,6 @@ void forward_detection_layer(const detection_layer l, network_state state)
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float iou = box_iou(out, truth);
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avg_iou += iou;
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++count;
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dbox delta = diou(out, truth);
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l.delta[j+0] = 10 * delta.dx/7;
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l.delta[j+1] = 10 * delta.dy/7;
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l.delta[j+2] = 10 * delta.dw * 2 * sqrt(out.w);
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l.delta[j+3] = 10 * delta.dh * 2 * sqrt(out.h);
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*(l.cost) += pow((1-iou), 2);
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l.delta[j+0] = 4 * (state.truth[j+0] - l.output[j+0]);
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