Alternative Architectures Have Variable Effect On Augmentation-Induced Bias
#machinelearning #dataaugmentation #computervision #classspecificbias #imagedataaugmentation #mlbiasmitigation #dataaugmentationrobustness #convolutionalneuralnetworks
https://hackernoon.com/alternative-architectures-have-variable-effect-on-augmentation-induced-bias
#machinelearning #dataaugmentation #computervision #classspecificbias #imagedataaugmentation #mlbiasmitigation #dataaugmentationrobustness #convolutionalneuralnetworks
https://hackernoon.com/alternative-architectures-have-variable-effect-on-augmentation-induced-bias
Hackernoon
Alternative Architectures Have Variable Effect On Augmentation-Induced Bias
Data augmentation enhances model generalization in computer vision but may introduce biases, impacting class accuracy unevenly.
A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Conclusion and Limitation
#machinelearning #dataaugmentation #computervision #classspecificbias #imagedataaugmentation #mlbiasmitigation #dataaugmentationrobustness #convolutionalneuralnetworks
https://hackernoon.com/a-data-centric-approach-to-class-specific-bias-in-image-data-augmentation-conclusion-and-limitation
#machinelearning #dataaugmentation #computervision #classspecificbias #imagedataaugmentation #mlbiasmitigation #dataaugmentationrobustness #convolutionalneuralnetworks
https://hackernoon.com/a-data-centric-approach-to-class-specific-bias-in-image-data-augmentation-conclusion-and-limitation
Hackernoon
A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Conclusion and Limitation
Data augmentation enhances model generalization in computer vision but may introduce biases, impacting class accuracy unevenly.