README.md

---
title: ResNetVision 1K
emoji: 📉
colorFrom: blue
colorTo: blue
sdk: gradio
sdk_version: 5.9.1
app_file: app.py
pinned: false
license: mit
short_description: ResNet 50 model trained on Imagenet-1k data.
---

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

# ImageNet-1K Classification Model

This is a deep learning model trained on the ImageNet-1K dataset, capable of classifying images into 1000 different categories.

## Usage

Upload an image using the interface and the model will return the top 5 most likely classifications along with their probabilities.

## Model Details

- Architecture: ResNet-based model trained using PyTorch Lightning
- Dataset: ImageNet-1K
- Input: Images (recommended size: 224x224)
- Output: Probabilities for 1000 ImageNet classes