Inception

4 Posts

ImageNet Performance, No Panacea: ImageNet pretraining won't always improve computer vision.
Inception

ImageNet Performance, No Panacea: ImageNet pretraining won't always improve computer vision.

It’s commonly assumed that models pretrained to achieve high performance on ImageNet will perform better on other visual tasks after fine-tuning. But is it always true? A new study reached surprising conclusions.

March 10, 20212 min read
ImageNet Performance, No Panacea: ImageNet pretraining won't always improve computer vision.
Inception

ImageNet Performance, No Panacea: ImageNet pretraining won't always improve computer vision.

It’s commonly assumed that models pretrained to achieve high performance on ImageNet will perform better on other visual tasks after fine-tuning. But is it always true? A new study reached surprising conclusions.

March 10, 20212 min read
Deep Learning Tackles Skin Ailments
Inception

Deep Learning Tackles Skin Ailments

Skin conditions are the fourth-largest cause of nonfatal disease worldwide, but access to dermatological care is sparse. A new study shows that a neural network can do front-line diagnostic work.

October 9, 20192 min read
Deep Learning Tackles Skin Ailments
Inception

Deep Learning Tackles Skin Ailments

Skin conditions are the fourth-largest cause of nonfatal disease worldwide, but access to dermatological care is sparse. A new study shows that a neural network can do front-line diagnostic work.

October 9, 20192 min read

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