resnet50-int8-ov

OpenVINO IR export of torchvision/resnet50 (IMAGENET1K_V2), quantized to INT8 — 25 MB.

Quantization weight compression (NNCF)
Lesson 01 Hello image classification
Built by convert/convert_all.py of the ARCademy OpenVINO courseware

Static input [1,3,224,224]. Preprocessing (resize 224, ImageNet normalisation) happens in the lesson code.

from huggingface_hub import snapshot_download
model_dir = snapshot_download("circulus/resnet50-int8-ov")
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