metadata
tags:
- autogluon
- image
- automl
library_name: autogluon
license: apache-2.0
pipeline_tag: image-classification
datasets:
- cassieli226/2025-24679-image-dataset
metrics:
- accuracy
- f1
HW2 — Image AutoML
Description
Trained with AutoGluon on an augmented image split (train/test) and validated on the original split. Backbone: timm/resnet18.
- Problem Type:
image-classification - Preset:
medium_quality
Data
- Train samples: 256
- Test samples: 64
- External (original) samples: 40
- Dataset:
cassieli226/2025-24679-image-dataset
Results
- Test (accuracy / f1_weighted): 1.0000 / 1.0000
- Original (accuracy / f1_weighted): 1.0000 / 1.0000