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huicui d8f2e3486d FishNet99 Ascend910 GPU 2 years ago
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run_eval.sh FishNet99 Ascend910 GPU 2 years ago
run_infer_310.sh FishNet99 Ascend910 GPU 2 years ago
run_train.sh FishNet99 Ascend910 GPU 2 years ago
run_train_gpu.sh FishNet99 Ascend910 GPU 2 years ago

在FishNet中,图像中所有分辨率的信息都被保留并会针对最终任务进行细化精炼。此外,FishNet的作者观察到现有的模型仍然直接传播从深层到浅层的梯度信息,而FishNet可以很好地解决这个问题。在ImageNet-1k数据集上,FishNet可以用更少的参数超过DenseNet和ResNet的精度。在2018年COCO检测挑战赛的获奖作品中,FishNet作为一个模块被应用。

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