Spaces:
Running
Running
<html lang="en"> | |
<head> | |
<meta charset="UTF-8"> | |
<meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
<title>Object Detection</title> | |
<style> | |
body { | |
font-family: system-ui, -apple-system, sans-serif; | |
background: linear-gradient(135deg, #2d2b52 0%, #191731 100%); | |
color: white; | |
margin: 0; | |
padding: 20px; | |
height: 100vh; | |
box-sizing: border-box; | |
display: flex; | |
flex-direction: column; | |
align-items: center; | |
justify-content: center; | |
} | |
.container { | |
width: 100%; | |
max-width: 800px; | |
text-align: center; | |
display: flex; | |
flex-direction: column; | |
align-items: center; | |
} | |
.video-container { | |
width: 100%; | |
max-width: 500px; | |
aspect-ratio: 1/1; | |
background: rgba(255, 255, 255, 0.1); | |
border-radius: 12px; | |
overflow: hidden; | |
box-shadow: 0 8px 32px rgba(0, 0, 0, 0.2); | |
margin: 10px 0; | |
} | |
#video-output { | |
width: 100%; | |
height: 100%; | |
object-fit: cover; | |
} | |
button { | |
background: white; | |
color: #2d2b52; | |
border: none; | |
padding: 12px 32px; | |
border-radius: 24px; | |
font-size: 16px; | |
font-weight: 600; | |
cursor: pointer; | |
transition: all 0.3s ease; | |
box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1); | |
} | |
button:hover { | |
transform: translateY(-2px); | |
box-shadow: 0 6px 16px rgba(0, 0, 0, 0.2); | |
} | |
h1 { | |
font-size: 2.5em; | |
margin-bottom: 0.3em; | |
} | |
p { | |
color: rgba(255, 255, 255, 0.8); | |
margin-bottom: 1em; | |
} | |
.controls { | |
display: flex; | |
flex-direction: column; | |
gap: 12px; | |
align-items: center; | |
margin-top: 10px; | |
} | |
.slider-container { | |
width: 100%; | |
max-width: 300px; | |
display: flex; | |
flex-direction: column; | |
gap: 8px; | |
} | |
.slider-container label { | |
color: rgba(255, 255, 255, 0.8); | |
font-size: 14px; | |
} | |
input[type="range"] { | |
width: 100%; | |
height: 6px; | |
-webkit-appearance: none; | |
background: rgba(255, 255, 255, 0.1); | |
border-radius: 3px; | |
outline: none; | |
} | |
input[type="range"]::-webkit-slider-thumb { | |
-webkit-appearance: none; | |
width: 18px; | |
height: 18px; | |
background: white; | |
border-radius: 50%; | |
cursor: pointer; | |
} | |
/* Add styles for toast notifications */ | |
.toast { | |
position: fixed; | |
top: 20px; | |
left: 50%; | |
transform: translateX(-50%); | |
padding: 16px 24px; | |
border-radius: 4px; | |
font-size: 14px; | |
z-index: 1000; | |
display: none; | |
box-shadow: 0 2px 5px rgba(0, 0, 0, 0.2); | |
} | |
.toast.error { | |
background-color: #f44336; | |
color: white; | |
} | |
.toast.warning { | |
background-color: #ffd700; | |
color: black; | |
} | |
</style> | |
</head> | |
<body> | |
<!-- Add toast element after body opening tag --> | |
<div id="error-toast" class="toast"></div> | |
<div class="container"> | |
<h1>Real-time Object Detection</h1> | |
<p>Using YOLOv10 to detect objects in your webcam feed</p> | |
<div class="video-container"> | |
<video id="video-output" autoplay playsinline></video> | |
</div> | |
<div class="controls"> | |
<div class="slider-container"> | |
<label>Confidence Threshold: <span id="conf-value">0.3</span></label> | |
<input type="range" id="conf-threshold" min="0" max="1" step="0.01" value="0.3"> | |
</div> | |
<button id="start-button">Start</button> | |
</div> | |
</div> | |
<script> | |
let peerConnection; | |
let webrtc_id; | |
const startButton = document.getElementById('start-button'); | |
const videoOutput = document.getElementById('video-output'); | |
const confThreshold = document.getElementById('conf-threshold'); | |
const confValue = document.getElementById('conf-value'); | |
// Update confidence value display | |
confThreshold.addEventListener('input', (e) => { | |
confValue.textContent = e.target.value; | |
if (peerConnection) { | |
updateConfThreshold(e.target.value); | |
} | |
}); | |
function updateConfThreshold(value) { | |
fetch('/input_hook', { | |
method: 'POST', | |
headers: { | |
'Content-Type': 'application/json', | |
}, | |
body: JSON.stringify({ | |
webrtc_id: webrtc_id, | |
conf_threshold: parseFloat(value) | |
}) | |
}); | |
} | |
function showError(message) { | |
const toast = document.getElementById('error-toast'); | |
toast.textContent = message; | |
toast.className = 'toast error'; | |
toast.style.display = 'block'; | |
// Hide toast after 5 seconds | |
setTimeout(() => { | |
toast.style.display = 'none'; | |
}, 5000); | |
} | |
async function setupWebRTC() { | |
const config = __RTC_CONFIGURATION__; | |
peerConnection = new RTCPeerConnection(config); | |
const timeoutId = setTimeout(() => { | |
const toast = document.getElementById('error-toast'); | |
toast.textContent = "Connection is taking longer than usual. Are you on a VPN?"; | |
toast.className = 'toast warning'; | |
toast.style.display = 'block'; | |
// Hide warning after 5 seconds | |
setTimeout(() => { | |
toast.style.display = 'none'; | |
}, 5000); | |
}, 5000); | |
try { | |
const stream = await navigator.mediaDevices.getUserMedia({ | |
video: true | |
}); | |
stream.getTracks().forEach(track => { | |
peerConnection.addTrack(track, stream); | |
}); | |
peerConnection.addEventListener('track', (evt) => { | |
if (videoOutput && videoOutput.srcObject !== evt.streams[0]) { | |
videoOutput.srcObject = evt.streams[0]; | |
} | |
}); | |
const dataChannel = peerConnection.createDataChannel('text'); | |
dataChannel.onmessage = (event) => { | |
const eventJson = JSON.parse(event.data); | |
if (eventJson.type === "error") { | |
showError(eventJson.message); | |
} else if (eventJson.type === "send_input") { | |
updateConfThreshold(confThreshold.value); | |
} | |
}; | |
const offer = await peerConnection.createOffer(); | |
await peerConnection.setLocalDescription(offer); | |
await new Promise((resolve) => { | |
if (peerConnection.iceGatheringState === "complete") { | |
resolve(); | |
} else { | |
const checkState = () => { | |
if (peerConnection.iceGatheringState === "complete") { | |
peerConnection.removeEventListener("icegatheringstatechange", checkState); | |
resolve(); | |
} | |
}; | |
peerConnection.addEventListener("icegatheringstatechange", checkState); | |
} | |
}); | |
webrtc_id = Math.random().toString(36).substring(7); | |
const response = await fetch('/webrtc/offer', { | |
method: 'POST', | |
headers: { 'Content-Type': 'application/json' }, | |
body: JSON.stringify({ | |
sdp: peerConnection.localDescription.sdp, | |
type: peerConnection.localDescription.type, | |
webrtc_id: webrtc_id | |
}) | |
}); | |
const serverResponse = await response.json(); | |
if (serverResponse.status === 'failed') { | |
showError(serverResponse.meta.error === 'concurrency_limit_reached' | |
? `Too many connections. Maximum limit is ${serverResponse.meta.limit}` | |
: serverResponse.meta.error); | |
stop(); | |
startButton.textContent = 'Start'; | |
return; | |
} | |
await peerConnection.setRemoteDescription(serverResponse); | |
// Send initial confidence threshold | |
updateConfThreshold(confThreshold.value); | |
peerConnection.addEventListener('connectionstatechange', () => { | |
if (peerConnection.connectionState === 'connected') { | |
clearTimeout(timeoutId); | |
const toast = document.getElementById('error-toast'); | |
toast.style.display = 'none'; | |
} | |
}); | |
} catch (err) { | |
clearTimeout(timeoutId); | |
console.error('Error setting up WebRTC:', err); | |
showError('Failed to establish connection. Please try again.'); | |
stop(); | |
startButton.textContent = 'Start'; | |
} | |
} | |
function stop() { | |
if (peerConnection) { | |
if (peerConnection.getTransceivers) { | |
peerConnection.getTransceivers().forEach(transceiver => { | |
if (transceiver.stop) { | |
transceiver.stop(); | |
} | |
}); | |
} | |
if (peerConnection.getSenders) { | |
peerConnection.getSenders().forEach(sender => { | |
if (sender.track && sender.track.stop) sender.track.stop(); | |
}); | |
} | |
setTimeout(() => { | |
peerConnection.close(); | |
}, 500); | |
} | |
videoOutput.srcObject = null; | |
} | |
startButton.addEventListener('click', () => { | |
if (startButton.textContent === 'Start') { | |
setupWebRTC(); | |
startButton.textContent = 'Stop'; | |
} else { | |
stop(); | |
startButton.textContent = 'Start'; | |
} | |
}); | |
</script> | |
</body> | |
</html> |