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ksl-yolo-cnn-vit-fixed
luciayen/ksl-yolo-cnn-vit-fixed
ksl-yolo-cnn-vit-fixed is a machine learning model from luciayen. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This folder contains outputs from the fixed KSLC image classification notebook.
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Public
Updated Jul 20, 2026
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At a glance
- Access
- Public
- Created
- Jul 20, 2026
- Updated
- Jul 20, 2026
- SHA
- 3aa1253c
Model card
From the Hugging Face model README
KSL Fixed YOLO/CNN/ViT Benchmark
This folder contains outputs from the fixed KSLC image classification notebook.
The hidden Kaggle test set has no labels in the downloaded dataset, so reported metrics are validation metrics from a fixed group-aware split of Train.csv.
Results
| model_key | model | params | val_top1 | val_top5 | val_macro_f1 | val_weighted_f1 | best_checkpoint |
|---|---|---|---|---|---|---|---|
| vit_b16 | vit_base_patch16_224 | 85805577 | 0.9472 | 0.9904 | 0.947073 | 0.947091 | /content/ksl_fixed_work/runs/vit_b16_ksl_fixed_best.pt |
| cnn_efficientnet_b0 | efficientnet_b0 | 4019077 | 0.9344 | 0.984 | 0.934358 | 0.934377 | /content/ksl_fixed_work/runs/cnn_efficientnet_b0_ksl_best.pt |
| yolo_v8m_cls | yolov8m-cls.pt | 15774185 | 0.9232 | 0.992 | 0.922846 | 0.922945 | /content/ksl_fixed_work/runs/yolov8m_cls_ksl_fixed/weights/best.pt |
Saved Model Checkpoints
cnn_efficientnet_b0:/content/drive/MyDrive/NSL/ksl_yolo_cnn_vit_fixed/cnn_efficientnet_b0_best.ptyolo_v8m_cls:/content/drive/MyDrive/NSL/ksl_yolo_cnn_vit_fixed/yolo_v8m_cls_best.ptvit_b16:/content/drive/MyDrive/NSL/ksl_yolo_cnn_vit_fixed/vit_b16_best.pt
- Created
- Jul 20, 2026
- Updated
- Jul 20, 2026