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For context, Olga Russakovsky is the lead author behind the ImageNet Large Scale Visual Recognition Challenge, This is one of the most popular computer vision b
by gcr 10y ago
For context, Olga Russakovsky is the lead author behind the ImageNet Large Scale Visual Recognition Challenge, This is one of the most popular computer vision benchmarks in the world. Olga has expertise dealing with issues of dataset bias.
A large number of ImageNet classes are dogs and birds, so most of the representational power in CNNs trained on this set are devoted to distinguishing between similar-looking dog breeds and bird species.