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69

688

unknown

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MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.

meal pytorch imagenet resnet50 mobilenetv3 pre-trained distillation efficientnet imagenet-dataset distillation-model model-architecture compression-algorithm

Created 2020-08-25

25 commits to master branch, last one 2 years ago

82

413

mit

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This repository contains the source code of our work on designing efficient CNNs for computer vision

cnn mscoco dicenet pytorch espnetv2 cityscapes pascal-voc shufflenetv2 imagenet-dataset object-detection cnn-classification imagenet-classifier semantic-segmentation

Created 2019-06-07

147 commits to master branch, last one 3 years ago

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unknown

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ImageNet file xml format to Darknet text format

imagenet-dataset imagenet-classifier darknet-image-classification

Created 2017-09-13

25 commits to master branch, last one 3 months ago

8

81

mit

34

SHIELD: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression

dnn fgsm intel paper attack i-fgsm shield defense deepfool security tensorflow video-demo vaccination georgia-tech deep-learning carlini-wagner imagenet-dataset jpeg-compression adversarial-machine-learning

Created 2018-02-05

63 commits to master branch, last one 5 years ago