Object Detection Demo

🚀 Try it live on Hugging Face Spaces

This is a simple, interactive Streamlit app that lets you perform object detection using YOLOv5.

What is YOLO?

YOLO (You Only Look Once) is a real-time object detection system. It processes the image in one forward pass and predicts bounding boxes and class labels with remarkable speed.

In this app, we use the pre-trained yolov5s model from Ultralytics, fine-tuned for speed and lightweight usage — perfect for CPU inference on Hugging Face Spaces.

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Packages

import streamlit as st
from PIL import Image
import torch
from io import BytesIO
import numpy as np
import cv2

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Run Locally

git clone https://github.com/96ibman/YOLOVision_Streamlit_HuggingFace.git

cd YOLOVision_Streamlit_HuggingFace

python -m venv venv

venv/Scripts/activate

pip install -r requirements.txt

streamlit run app.py

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About me

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