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cifar10-resnet18-ruangguru
gohidiori/cifar10-resnet18-ruangguru
cifar10-resnet18-ruangguru is a image classification model from gohidiori. Use it when you need a label for an image. It is set up for pytorch.
Model klasifikasi gambar untuk 10 kelas CIFAR-10, dibuat dengan transfer learning ResNet-18. Backbone ImageNet dibekukan dan classifier akhir dilatih selama 5 epoch. Akurasi pada test set: 0.7848.
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At a glance
- Task
- Image Classification
- Library
- pytorch
- Access
- Public
- Created
- Aug 9, 2026
- Updated
- Aug 9, 2026
- SHA
- b717ab97
Model card
From the Hugging Face model README
CIFAR-10 ResNet-18
Model klasifikasi gambar untuk 10 kelas CIFAR-10, dibuat dengan transfer learning ResNet-18. Backbone ImageNet dibekukan dan classifier akhir dilatih selama 5 epoch. Akurasi pada test set: 0.7848.
Classes
airplane, automobile, bird, cat, deer, dog, frog, horse, ship, truck
Preprocessing
Input RGB diubah ke ukuran 224x224, lalu dinormalisasi menggunakan
mean dan standard deviation ImageNet. Checkpoint memuat model_state_dict,
class_names, image_size, dan akurasi validasi.
- Task
- Image Classification
- Library
- pytorch
- Created
- Aug 9, 2026
- Updated
- Aug 9, 2026