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A4_4312330_Anas
AI417UPM/A4_4312330_Anas
A4_4312330_Anas is a image classification model from AI417UPM. Use it when you need a label for an image. It is set up for pytorch. The card lists the license as mit.
A small “plug-and-play” TorchHub repo that exposes two models trained on FashionMNIST:
Access
Public
Updated Feb 22, 2026
Repo size
2.3 MB
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Repo makeup
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.bin2.3 MB · 100%
At a glance
- Task
- Image Classification
- Library
- pytorch
- License
- mit
- Access
- Public
- Created
- Feb 22, 2026
- Updated
- Feb 22, 2026
- SHA
- cc472c04
Datasets
Model card
From the Hugging Face model README
Swiss Knife Pack — AI417 A4 (FashionMNIST)
A small “plug-and-play” TorchHub repo that exposes two models trained on FashionMNIST:
dummyNet→ linear-only baselinevanillaNet→ MLP with non-linearity
Who / What
- Student: Anas
- UPM ID: 4312330
- Course: AI417
- Assignment: A4 (Swiss Knife)
Quick start (30 seconds)
from huggingface_hub import snapshot_download
import torch as tr
repo_dir = snapshot_download("AI417UPM/A4_4312330_Anas")
dummy = tr.hub.load(repo_dir, "dummyNet", source="local", pretrained=True).eval()
vanilla = tr.hub.load(repo_dir, "vanillaNet", source="local", pretrained=True).eval()
x = tr.rand(1, 784)
print("dummy logits:", dummy(x).shape) # torch.Size([1, 10])
print("vanilla logits:", vanilla(x).shape) # torch.Size([1, 10])
- Task
- Image Classification
- Library
- pytorch
- License
- mit
- Created
- Feb 22, 2026
- Updated
- Feb 22, 2026