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---

license: apache-2.0
tags:
- image-classification
datasets:
- Face-Mask18K 
---


# ConvNeXt for Face Mask Detection

ConvNeXt model pre-trained and fine-tuned on Self Currated Custom Face-Mask18K Dataset (18k images, 2 classes) at resolution 224x224. It was introduced in the paper A ConvNet for the 2020s by Zhuang Liu, Hanzi Mao et al.  

## Training Metrics
    epoch                    =         3.54

    total_flos               = 1195651761GF

    train_loss               =       0.0079

    train_runtime            =   1:08:20.25

    train_samples_per_second =       14.075

    train_steps_per_second   =         0.22


---

## Evaluation Metrics
    epoch                   =       3.54

    eval_accuracy           =     0.9961

    eval_loss               =     0.0151

    eval_runtime            = 0:01:23.47

    eval_samples_per_second =     43.079

    eval_steps_per_second   =      5.391