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---
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
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