Spaces:
Sleeping
Sleeping
Update templates/index.html
Browse files- templates/index.html +105 -113
templates/index.html
CHANGED
|
@@ -6,22 +6,26 @@
|
|
| 6 |
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
|
| 7 |
|
| 8 |
<style>
|
| 9 |
-
:root
|
| 10 |
--bg:#0b1220;
|
| 11 |
--card:#0f1b33;
|
|
|
|
| 12 |
--text:#e8eefc;
|
| 13 |
--muted:#a9b7d0;
|
| 14 |
-
--border:rgba(255,255,255,.
|
| 15 |
--primary:#4f7cff;
|
|
|
|
| 16 |
}
|
| 17 |
|
| 18 |
-
:root[data-theme="light"]
|
| 19 |
--bg:#f6f7fb;
|
| 20 |
--card:#ffffff;
|
|
|
|
| 21 |
--text:#0c1222;
|
| 22 |
--muted:#44506a;
|
| 23 |
-
--border:rgba(0,0,0,.
|
| 24 |
--primary:#355dff;
|
|
|
|
| 25 |
}
|
| 26 |
|
| 27 |
*{box-sizing:border-box}
|
|
@@ -39,38 +43,34 @@ header{
|
|
| 39 |
padding:20px 28px;
|
| 40 |
}
|
| 41 |
|
| 42 |
-
.brand{
|
| 43 |
-
display:flex;
|
| 44 |
-
align-items:center;
|
| 45 |
-
gap:12px;
|
| 46 |
-
}
|
| 47 |
-
|
| 48 |
.brand img{width:40px;height:40px}
|
| 49 |
|
| 50 |
.chip{
|
| 51 |
-
|
| 52 |
-
background:var(--card);
|
| 53 |
-
padding:6px 12px;
|
| 54 |
border-radius:999px;
|
|
|
|
|
|
|
| 55 |
cursor:pointer;
|
| 56 |
}
|
| 57 |
|
| 58 |
nav{
|
| 59 |
-
padding:0 28px
|
| 60 |
display:flex;
|
| 61 |
gap:10px;
|
| 62 |
}
|
| 63 |
|
| 64 |
.tab{
|
| 65 |
-
|
| 66 |
-
background:transparent;
|
| 67 |
-
padding:6px 14px;
|
| 68 |
border-radius:999px;
|
|
|
|
|
|
|
| 69 |
cursor:pointer;
|
| 70 |
}
|
| 71 |
|
| 72 |
.tab.active{
|
| 73 |
-
background:rgba(79,124,255,.
|
|
|
|
| 74 |
}
|
| 75 |
|
| 76 |
.section{display:none}
|
|
@@ -82,55 +82,61 @@ main{
|
|
| 82 |
gap:24px;
|
| 83 |
padding:0 28px 28px;
|
| 84 |
}
|
| 85 |
-
|
| 86 |
-
@media(max-width:900px){
|
| 87 |
-
main{grid-template-columns:1fr}
|
| 88 |
-
}
|
| 89 |
|
| 90 |
.card{
|
| 91 |
-
background:var(--card);
|
| 92 |
-
border:1px solid var(--border);
|
| 93 |
border-radius:18px;
|
|
|
|
| 94 |
padding:22px;
|
| 95 |
}
|
| 96 |
|
| 97 |
-
h2{margin
|
| 98 |
|
| 99 |
.controls{
|
| 100 |
display:flex;
|
| 101 |
gap:12px;
|
| 102 |
flex-wrap:wrap;
|
| 103 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 104 |
}
|
| 105 |
|
| 106 |
select{
|
| 107 |
appearance:none;
|
| 108 |
-
padding:10px 14px;
|
| 109 |
border-radius:12px;
|
| 110 |
border:1px solid var(--border);
|
| 111 |
-
background:
|
| 112 |
color:var(--text);
|
| 113 |
-
|
| 114 |
-
|
| 115 |
}
|
| 116 |
|
| 117 |
-
select:hover{border-color:var(--primary)}
|
| 118 |
-
|
| 119 |
.file-btn{
|
| 120 |
padding:10px 14px;
|
| 121 |
border-radius:12px;
|
| 122 |
border:1px dashed var(--border);
|
| 123 |
-
background:transparent;
|
| 124 |
cursor:pointer;
|
|
|
|
| 125 |
}
|
| 126 |
|
| 127 |
button.primary{
|
| 128 |
padding:10px 18px;
|
| 129 |
border-radius:12px;
|
| 130 |
border:none;
|
| 131 |
-
background:var(--primary);
|
| 132 |
color:white;
|
| 133 |
-
font-weight:
|
| 134 |
cursor:pointer;
|
| 135 |
}
|
| 136 |
|
|
@@ -138,12 +144,14 @@ button.secondary{
|
|
| 138 |
padding:10px 14px;
|
| 139 |
border-radius:12px;
|
| 140 |
border:1px solid var(--border);
|
| 141 |
-
background:
|
| 142 |
cursor:pointer;
|
| 143 |
}
|
| 144 |
|
|
|
|
|
|
|
| 145 |
.upload-box{
|
| 146 |
-
margin-top:
|
| 147 |
padding:18px;
|
| 148 |
border:2px dashed var(--border);
|
| 149 |
border-radius:14px;
|
|
@@ -151,69 +159,44 @@ button.secondary{
|
|
| 151 |
color:var(--muted);
|
| 152 |
}
|
| 153 |
|
| 154 |
-
.
|
| 155 |
-
background:rgba(79,124,255,.08);
|
| 156 |
-
}
|
| 157 |
-
|
| 158 |
-
.preview{
|
| 159 |
-
margin-top:14px;
|
| 160 |
-
background:black;
|
| 161 |
-
border-radius:14px;
|
| 162 |
-
overflow:hidden;
|
| 163 |
-
max-height:360px;
|
| 164 |
-
}
|
| 165 |
.preview.hidden{display:none}
|
|
|
|
| 166 |
|
| 167 |
-
.
|
| 168 |
-
|
| 169 |
-
|
| 170 |
-
object-fit:contain;
|
| 171 |
-
}
|
| 172 |
-
|
| 173 |
-
.result{
|
| 174 |
-
margin-top:16px;
|
| 175 |
-
}
|
| 176 |
|
| 177 |
-
.
|
| 178 |
-
|
| 179 |
-
|
| 180 |
-
}
|
| 181 |
-
|
| 182 |
-
.result-msg{color:var(--muted)}
|
| 183 |
-
|
| 184 |
-
.examples img{
|
| 185 |
-
width:100%;
|
| 186 |
-
max-height:280px;
|
| 187 |
-
object-fit:contain;
|
| 188 |
-
background:black;
|
| 189 |
border-radius:14px;
|
| 190 |
-
|
| 191 |
}
|
|
|
|
|
|
|
|
|
|
| 192 |
|
| 193 |
.team{
|
| 194 |
display:grid;
|
| 195 |
-
grid-template-columns:repeat(auto-fit,minmax(
|
| 196 |
gap:14px;
|
| 197 |
}
|
| 198 |
-
|
| 199 |
.member{
|
| 200 |
display:flex;
|
| 201 |
-
align-items:center;
|
| 202 |
gap:12px;
|
|
|
|
|
|
|
|
|
|
|
|
|
| 203 |
}
|
| 204 |
-
|
| 205 |
-
.member img{
|
| 206 |
-
width:48px;
|
| 207 |
-
height:48px;
|
| 208 |
-
border-radius:50%;
|
| 209 |
-
cursor:pointer;
|
| 210 |
-
}
|
| 211 |
|
| 212 |
footer{
|
| 213 |
padding:14px 28px;
|
|
|
|
| 214 |
font-size:13px;
|
| 215 |
color:var(--muted);
|
| 216 |
-
border-top:1px solid var(--border);
|
| 217 |
}
|
| 218 |
|
| 219 |
/* modal */
|
|
@@ -226,13 +209,12 @@ footer{
|
|
| 226 |
justify-content:center;
|
| 227 |
}
|
| 228 |
.modal-backdrop.show{display:flex}
|
| 229 |
-
|
| 230 |
.modal{
|
| 231 |
background:var(--card);
|
| 232 |
-
border-radius:16px;
|
| 233 |
padding:18px;
|
| 234 |
-
|
| 235 |
border:1px solid var(--border);
|
|
|
|
| 236 |
}
|
| 237 |
</style>
|
| 238 |
</head>
|
|
@@ -244,7 +226,7 @@ footer{
|
|
| 244 |
<img src="{{ url_for('static', filename='assets/brain/brain.svg') }}">
|
| 245 |
<div>
|
| 246 |
<strong>NeuraScan</strong><br>
|
| 247 |
-
<small
|
| 248 |
</div>
|
| 249 |
</div>
|
| 250 |
<button id="themeToggle" class="chip">☀️</button>
|
|
@@ -261,7 +243,7 @@ footer{
|
|
| 261 |
<h2>New scan</h2>
|
| 262 |
|
| 263 |
<div class="controls">
|
| 264 |
-
<select id="modelSelect"></select>
|
| 265 |
|
| 266 |
<label class="file-btn">
|
| 267 |
Choose image
|
|
@@ -283,28 +265,22 @@ Drag & drop or paste (Ctrl+V) an MRI image
|
|
| 283 |
<div class="result">
|
| 284 |
<div id="resultTitle" class="result-title">—</div>
|
| 285 |
<div id="resultMsg" class="result-msg">Upload an image to begin.</div>
|
| 286 |
-
<button id="likelyBtn" style="display:none;margin-top:10px" onclick="showLikely()">Show most likely result</button>
|
| 287 |
</div>
|
| 288 |
</div>
|
| 289 |
|
| 290 |
<div class="card">
|
| 291 |
<h2>Examples</h2>
|
| 292 |
-
|
| 293 |
<div class="examples">
|
| 294 |
-
<div
|
| 295 |
-
<div
|
| 296 |
-
<div class="
|
| 297 |
-
|
| 298 |
-
</div>
|
| 299 |
-
<img src="{{ url_for('static', filename='assets/brain/unsupportedexample.jpg') }}" alt="Supported example: brain-only MRI">
|
| 300 |
</div>
|
| 301 |
-
|
| 302 |
-
|
| 303 |
-
<div
|
| 304 |
-
<
|
| 305 |
-
Skull visible — please upload a brain-only slice.
|
| 306 |
-
</div>
|
| 307 |
-
<img src="{{ url_for('static', filename='assets/brain/supportedexample.jpg') }}" alt="Unsupported example: skull visible">
|
| 308 |
</div>
|
| 309 |
</div>
|
| 310 |
</div>
|
|
@@ -315,10 +291,7 @@ Drag & drop or paste (Ctrl+V) an MRI image
|
|
| 315 |
<main>
|
| 316 |
<div class="card">
|
| 317 |
<h2>About NeuraScan</h2>
|
| 318 |
-
<p>
|
| 319 |
-
Educational demo for Alzheimer’s stage classification.
|
| 320 |
-
When confidence is low, the system reports <b>Uncertain</b>.
|
| 321 |
-
</p>
|
| 322 |
|
| 323 |
<h2>Under the supervision of:</h2>
|
| 324 |
<p>
|
|
@@ -344,13 +317,12 @@ Contact: <a href="mailto:mohamedasem318@gmail.com">Mohamed Assem</a> •
|
|
| 344 |
Educational demo — not medical advice
|
| 345 |
</footer>
|
| 346 |
|
| 347 |
-
<!-- modal -->
|
| 348 |
<div class="modal-backdrop" id="modalBackdrop" onclick="closeModalIfBackdrop(event)">
|
| 349 |
<div class="modal">
|
| 350 |
<h3>Most likely result</h3>
|
| 351 |
<p id="modalLabel"></p>
|
| 352 |
<p id="modalProb"></p>
|
| 353 |
-
<button onclick="closeModal()">Close</button>
|
| 354 |
</div>
|
| 355 |
</div>
|
| 356 |
|
|
@@ -382,15 +354,14 @@ resultTitle.textContent="—";
|
|
| 382 |
resultMsg.textContent="Ready to run scan.";
|
| 383 |
likelyBtn.style.display="none";
|
| 384 |
newBtn.style.display="none";
|
|
|
|
| 385 |
}
|
| 386 |
|
| 387 |
fileInput.onchange=e=>e.target.files[0]&&setFile(e.target.files[0]);
|
| 388 |
|
| 389 |
-
dropZone.ondragover=e=>{e.preventDefault()
|
| 390 |
-
dropZone.ondragleave=()=>dropZone.classList.remove("dragover");
|
| 391 |
dropZone.ondrop=e=>{
|
| 392 |
e.preventDefault();
|
| 393 |
-
dropZone.classList.remove("dragover");
|
| 394 |
e.dataTransfer.files[0]&&setFile(e.dataTransfer.files[0]);
|
| 395 |
};
|
| 396 |
|
|
@@ -415,45 +386,66 @@ modelSelect.value=d.default_model_id;
|
|
| 415 |
async function runScan(){
|
| 416 |
if(!currentFile){resultMsg.textContent="Upload an image first.";return;}
|
| 417 |
runBtn.disabled=true;
|
|
|
|
| 418 |
resultTitle.textContent="Running…";
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 419 |
const fd=new FormData();
|
| 420 |
fd.append("file",currentFile);
|
| 421 |
fd.append("model_id",modelSelect.value);
|
| 422 |
const r=await fetch("/api/classify",{method:"POST",body:fd});
|
| 423 |
const d=await r.json();
|
|
|
|
| 424 |
if(d.prediction.label==="Uncertain"){
|
| 425 |
resultTitle.textContent="Uncertain";
|
| 426 |
resultMsg.textContent="Consult a professional.";
|
|
|
|
|
|
|
|
|
|
| 427 |
likelyBtn.style.display="inline-block";
|
| 428 |
-
|
| 429 |
}else{
|
| 430 |
resultTitle.textContent=d.prediction.label;
|
| 431 |
resultMsg.textContent=`Confidence: ${(d.prediction.confidence*100).toFixed(1)}%`;
|
|
|
|
|
|
|
| 432 |
}
|
| 433 |
newBtn.style.display="inline-block";
|
|
|
|
|
|
|
|
|
|
|
|
|
| 434 |
runBtn.disabled=false;
|
|
|
|
|
|
|
| 435 |
}
|
| 436 |
|
| 437 |
function newScan(){
|
| 438 |
currentFile=null;
|
| 439 |
fileInput.value="";
|
| 440 |
-
previewImg.src="";
|
| 441 |
previewBox.classList.add("hidden");
|
|
|
|
| 442 |
resultTitle.textContent="—";
|
| 443 |
resultMsg.textContent="Upload an image to begin.";
|
| 444 |
likelyBtn.style.display="none";
|
| 445 |
newBtn.style.display="none";
|
|
|
|
| 446 |
}
|
| 447 |
|
| 448 |
function showLikely(){
|
|
|
|
| 449 |
modalLabel.textContent=lastMostLikely.label;
|
| 450 |
modalProb.textContent=`Probability: ${(lastMostLikely.prob*100).toFixed(1)}%`;
|
| 451 |
modalBackdrop.classList.add("show");
|
| 452 |
}
|
| 453 |
function closeModal(){modalBackdrop.classList.remove("show")}
|
| 454 |
-
function closeModalIfBackdrop(e){e.target.id==="modalBackdrop"
|
| 455 |
|
| 456 |
loadModels();
|
| 457 |
</script>
|
|
|
|
| 458 |
</body>
|
| 459 |
</html>
|
|
|
|
| 6 |
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
|
| 7 |
|
| 8 |
<style>
|
| 9 |
+
:root{
|
| 10 |
--bg:#0b1220;
|
| 11 |
--card:#0f1b33;
|
| 12 |
+
--card2:#0c172e;
|
| 13 |
--text:#e8eefc;
|
| 14 |
--muted:#a9b7d0;
|
| 15 |
+
--border:rgba(255,255,255,.12);
|
| 16 |
--primary:#4f7cff;
|
| 17 |
+
--ring:rgba(79,124,255,.35);
|
| 18 |
}
|
| 19 |
|
| 20 |
+
:root[data-theme="light"]{
|
| 21 |
--bg:#f6f7fb;
|
| 22 |
--card:#ffffff;
|
| 23 |
+
--card2:#ffffff;
|
| 24 |
--text:#0c1222;
|
| 25 |
--muted:#44506a;
|
| 26 |
+
--border:rgba(0,0,0,.12);
|
| 27 |
--primary:#355dff;
|
| 28 |
+
--ring:rgba(53,93,255,.25);
|
| 29 |
}
|
| 30 |
|
| 31 |
*{box-sizing:border-box}
|
|
|
|
| 43 |
padding:20px 28px;
|
| 44 |
}
|
| 45 |
|
| 46 |
+
.brand{display:flex;gap:12px;align-items:center}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 47 |
.brand img{width:40px;height:40px}
|
| 48 |
|
| 49 |
.chip{
|
| 50 |
+
padding:8px 12px;
|
|
|
|
|
|
|
| 51 |
border-radius:999px;
|
| 52 |
+
background:var(--card);
|
| 53 |
+
border:1px solid var(--border);
|
| 54 |
cursor:pointer;
|
| 55 |
}
|
| 56 |
|
| 57 |
nav{
|
| 58 |
+
padding:0 28px 18px;
|
| 59 |
display:flex;
|
| 60 |
gap:10px;
|
| 61 |
}
|
| 62 |
|
| 63 |
.tab{
|
| 64 |
+
padding:8px 16px;
|
|
|
|
|
|
|
| 65 |
border-radius:999px;
|
| 66 |
+
border:1px solid var(--border);
|
| 67 |
+
background:rgba(255,255,255,.06);
|
| 68 |
cursor:pointer;
|
| 69 |
}
|
| 70 |
|
| 71 |
.tab.active{
|
| 72 |
+
background:rgba(79,124,255,.18);
|
| 73 |
+
box-shadow:0 0 0 4px var(--ring);
|
| 74 |
}
|
| 75 |
|
| 76 |
.section{display:none}
|
|
|
|
| 82 |
gap:24px;
|
| 83 |
padding:0 28px 28px;
|
| 84 |
}
|
| 85 |
+
@media(max-width:900px){main{grid-template-columns:1fr}}
|
|
|
|
|
|
|
|
|
|
| 86 |
|
| 87 |
.card{
|
| 88 |
+
background:linear-gradient(180deg,var(--card),var(--card2));
|
|
|
|
| 89 |
border-radius:18px;
|
| 90 |
+
border:1px solid var(--border);
|
| 91 |
padding:22px;
|
| 92 |
}
|
| 93 |
|
| 94 |
+
h2{margin:0 0 12px;font-size:20px}
|
| 95 |
|
| 96 |
.controls{
|
| 97 |
display:flex;
|
| 98 |
gap:12px;
|
| 99 |
flex-wrap:wrap;
|
| 100 |
+
align-items:center;
|
| 101 |
+
}
|
| 102 |
+
|
| 103 |
+
.select-wrap{position:relative}
|
| 104 |
+
.select-wrap::after{
|
| 105 |
+
content:"▾";
|
| 106 |
+
position:absolute;
|
| 107 |
+
right:14px;
|
| 108 |
+
top:50%;
|
| 109 |
+
transform:translateY(-50%);
|
| 110 |
+
pointer-events:none;
|
| 111 |
+
color:var(--muted);
|
| 112 |
}
|
| 113 |
|
| 114 |
select{
|
| 115 |
appearance:none;
|
| 116 |
+
padding:10px 40px 10px 14px;
|
| 117 |
border-radius:12px;
|
| 118 |
border:1px solid var(--border);
|
| 119 |
+
background:rgba(255,255,255,.06);
|
| 120 |
color:var(--text);
|
| 121 |
+
font-weight:600;
|
| 122 |
+
min-width:260px;
|
| 123 |
}
|
| 124 |
|
|
|
|
|
|
|
| 125 |
.file-btn{
|
| 126 |
padding:10px 14px;
|
| 127 |
border-radius:12px;
|
| 128 |
border:1px dashed var(--border);
|
|
|
|
| 129 |
cursor:pointer;
|
| 130 |
+
background:rgba(255,255,255,.04);
|
| 131 |
}
|
| 132 |
|
| 133 |
button.primary{
|
| 134 |
padding:10px 18px;
|
| 135 |
border-radius:12px;
|
| 136 |
border:none;
|
| 137 |
+
background:linear-gradient(180deg,var(--primary),#2f62ff);
|
| 138 |
color:white;
|
| 139 |
+
font-weight:700;
|
| 140 |
cursor:pointer;
|
| 141 |
}
|
| 142 |
|
|
|
|
| 144 |
padding:10px 14px;
|
| 145 |
border-radius:12px;
|
| 146 |
border:1px solid var(--border);
|
| 147 |
+
background:rgba(255,255,255,.04);
|
| 148 |
cursor:pointer;
|
| 149 |
}
|
| 150 |
|
| 151 |
+
button:disabled{opacity:.6}
|
| 152 |
+
|
| 153 |
.upload-box{
|
| 154 |
+
margin-top:14px;
|
| 155 |
padding:18px;
|
| 156 |
border:2px dashed var(--border);
|
| 157 |
border-radius:14px;
|
|
|
|
| 159 |
color:var(--muted);
|
| 160 |
}
|
| 161 |
|
| 162 |
+
.preview{margin-top:14px;background:black;border-radius:14px;overflow:hidden}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 163 |
.preview.hidden{display:none}
|
| 164 |
+
.preview img{width:100%;max-height:360px;object-fit:contain}
|
| 165 |
|
| 166 |
+
.result{margin-top:16px}
|
| 167 |
+
.result-title{font-size:22px;font-weight:800}
|
| 168 |
+
.result-msg{color:var(--muted);margin-top:6px}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 169 |
|
| 170 |
+
.examples .ex{
|
| 171 |
+
margin-top:12px;
|
| 172 |
+
border:1px solid var(--border);
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 173 |
border-radius:14px;
|
| 174 |
+
overflow:hidden;
|
| 175 |
}
|
| 176 |
+
.examples .lbl{padding:10px;font-weight:800;border-bottom:1px solid var(--border)}
|
| 177 |
+
.examples .desc{padding:0 10px 10px;color:var(--muted)}
|
| 178 |
+
.examples img{width:100%;max-height:280px;object-fit:contain;background:black}
|
| 179 |
|
| 180 |
.team{
|
| 181 |
display:grid;
|
| 182 |
+
grid-template-columns:repeat(auto-fit,minmax(240px,1fr));
|
| 183 |
gap:14px;
|
| 184 |
}
|
|
|
|
| 185 |
.member{
|
| 186 |
display:flex;
|
|
|
|
| 187 |
gap:12px;
|
| 188 |
+
align-items:center;
|
| 189 |
+
padding:10px;
|
| 190 |
+
border:1px solid var(--border);
|
| 191 |
+
border-radius:14px;
|
| 192 |
}
|
| 193 |
+
.member img{width:48px;height:48px;border-radius:50%;cursor:pointer}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 194 |
|
| 195 |
footer{
|
| 196 |
padding:14px 28px;
|
| 197 |
+
border-top:1px solid var(--border);
|
| 198 |
font-size:13px;
|
| 199 |
color:var(--muted);
|
|
|
|
| 200 |
}
|
| 201 |
|
| 202 |
/* modal */
|
|
|
|
| 209 |
justify-content:center;
|
| 210 |
}
|
| 211 |
.modal-backdrop.show{display:flex}
|
|
|
|
| 212 |
.modal{
|
| 213 |
background:var(--card);
|
|
|
|
| 214 |
padding:18px;
|
| 215 |
+
border-radius:16px;
|
| 216 |
border:1px solid var(--border);
|
| 217 |
+
width:420px;
|
| 218 |
}
|
| 219 |
</style>
|
| 220 |
</head>
|
|
|
|
| 226 |
<img src="{{ url_for('static', filename='assets/brain/brain.svg') }}">
|
| 227 |
<div>
|
| 228 |
<strong>NeuraScan</strong><br>
|
| 229 |
+
<small style="color:var(--muted)">AI-assisted MRI screening (demo)</small>
|
| 230 |
</div>
|
| 231 |
</div>
|
| 232 |
<button id="themeToggle" class="chip">☀️</button>
|
|
|
|
| 243 |
<h2>New scan</h2>
|
| 244 |
|
| 245 |
<div class="controls">
|
| 246 |
+
<span class="select-wrap"><select id="modelSelect"></select></span>
|
| 247 |
|
| 248 |
<label class="file-btn">
|
| 249 |
Choose image
|
|
|
|
| 265 |
<div class="result">
|
| 266 |
<div id="resultTitle" class="result-title">—</div>
|
| 267 |
<div id="resultMsg" class="result-msg">Upload an image to begin.</div>
|
| 268 |
+
<button id="likelyBtn" class="secondary" style="display:none;margin-top:10px" onclick="showLikely()">Show most likely result</button>
|
| 269 |
</div>
|
| 270 |
</div>
|
| 271 |
|
| 272 |
<div class="card">
|
| 273 |
<h2>Examples</h2>
|
|
|
|
| 274 |
<div class="examples">
|
| 275 |
+
<div class="ex">
|
| 276 |
+
<div class="lbl">Supported example</div>
|
| 277 |
+
<div class="desc">Brain-only MRI slice (no skull visible).</div>
|
| 278 |
+
<img src="{{ url_for('static', filename='assets/brain/supportedexample.jpg') }}">
|
|
|
|
|
|
|
| 279 |
</div>
|
| 280 |
+
<div class="ex">
|
| 281 |
+
<div class="lbl">Unsupported example</div>
|
| 282 |
+
<div class="desc">Skull visible — please upload a brain-only slice.</div>
|
| 283 |
+
<img src="{{ url_for('static', filename='assets/brain/unsupportedexample.jpg') }}">
|
|
|
|
|
|
|
|
|
|
| 284 |
</div>
|
| 285 |
</div>
|
| 286 |
</div>
|
|
|
|
| 291 |
<main>
|
| 292 |
<div class="card">
|
| 293 |
<h2>About NeuraScan</h2>
|
| 294 |
+
<p>Educational demo for Alzheimer’s stage classification. Low confidence → <b>Uncertain</b>.</p>
|
|
|
|
|
|
|
|
|
|
| 295 |
|
| 296 |
<h2>Under the supervision of:</h2>
|
| 297 |
<p>
|
|
|
|
| 317 |
Educational demo — not medical advice
|
| 318 |
</footer>
|
| 319 |
|
|
|
|
| 320 |
<div class="modal-backdrop" id="modalBackdrop" onclick="closeModalIfBackdrop(event)">
|
| 321 |
<div class="modal">
|
| 322 |
<h3>Most likely result</h3>
|
| 323 |
<p id="modalLabel"></p>
|
| 324 |
<p id="modalProb"></p>
|
| 325 |
+
<button class="secondary" onclick="closeModal()">Close</button>
|
| 326 |
</div>
|
| 327 |
</div>
|
| 328 |
|
|
|
|
| 354 |
resultMsg.textContent="Ready to run scan.";
|
| 355 |
likelyBtn.style.display="none";
|
| 356 |
newBtn.style.display="none";
|
| 357 |
+
lastMostLikely=null;
|
| 358 |
}
|
| 359 |
|
| 360 |
fileInput.onchange=e=>e.target.files[0]&&setFile(e.target.files[0]);
|
| 361 |
|
| 362 |
+
dropZone.ondragover=e=>{e.preventDefault()};
|
|
|
|
| 363 |
dropZone.ondrop=e=>{
|
| 364 |
e.preventDefault();
|
|
|
|
| 365 |
e.dataTransfer.files[0]&&setFile(e.dataTransfer.files[0]);
|
| 366 |
};
|
| 367 |
|
|
|
|
| 386 |
async function runScan(){
|
| 387 |
if(!currentFile){resultMsg.textContent="Upload an image first.";return;}
|
| 388 |
runBtn.disabled=true;
|
| 389 |
+
modelSelect.disabled=true;
|
| 390 |
resultTitle.textContent="Running…";
|
| 391 |
+
resultMsg.textContent="Analyzing image…";
|
| 392 |
+
likelyBtn.style.display="none";
|
| 393 |
+
lastMostLikely=null;
|
| 394 |
+
|
| 395 |
+
try{
|
| 396 |
const fd=new FormData();
|
| 397 |
fd.append("file",currentFile);
|
| 398 |
fd.append("model_id",modelSelect.value);
|
| 399 |
const r=await fetch("/api/classify",{method:"POST",body:fd});
|
| 400 |
const d=await r.json();
|
| 401 |
+
|
| 402 |
if(d.prediction.label==="Uncertain"){
|
| 403 |
resultTitle.textContent="Uncertain";
|
| 404 |
resultMsg.textContent="Consult a professional.";
|
| 405 |
+
const probs=[...(d.probabilities||[])].sort((a,b)=>b.prob-a.prob);
|
| 406 |
+
if(probs[0]){
|
| 407 |
+
lastMostLikely=probs[0];
|
| 408 |
likelyBtn.style.display="inline-block";
|
| 409 |
+
}
|
| 410 |
}else{
|
| 411 |
resultTitle.textContent=d.prediction.label;
|
| 412 |
resultMsg.textContent=`Confidence: ${(d.prediction.confidence*100).toFixed(1)}%`;
|
| 413 |
+
likelyBtn.style.display="none";
|
| 414 |
+
lastMostLikely=null;
|
| 415 |
}
|
| 416 |
newBtn.style.display="inline-block";
|
| 417 |
+
}catch(e){
|
| 418 |
+
resultTitle.textContent="Sorry";
|
| 419 |
+
resultMsg.textContent="Something went wrong.";
|
| 420 |
+
}finally{
|
| 421 |
runBtn.disabled=false;
|
| 422 |
+
modelSelect.disabled=false;
|
| 423 |
+
}
|
| 424 |
}
|
| 425 |
|
| 426 |
function newScan(){
|
| 427 |
currentFile=null;
|
| 428 |
fileInput.value="";
|
|
|
|
| 429 |
previewBox.classList.add("hidden");
|
| 430 |
+
previewImg.src="";
|
| 431 |
resultTitle.textContent="—";
|
| 432 |
resultMsg.textContent="Upload an image to begin.";
|
| 433 |
likelyBtn.style.display="none";
|
| 434 |
newBtn.style.display="none";
|
| 435 |
+
lastMostLikely=null;
|
| 436 |
}
|
| 437 |
|
| 438 |
function showLikely(){
|
| 439 |
+
if(!lastMostLikely)return;
|
| 440 |
modalLabel.textContent=lastMostLikely.label;
|
| 441 |
modalProb.textContent=`Probability: ${(lastMostLikely.prob*100).toFixed(1)}%`;
|
| 442 |
modalBackdrop.classList.add("show");
|
| 443 |
}
|
| 444 |
function closeModal(){modalBackdrop.classList.remove("show")}
|
| 445 |
+
function closeModalIfBackdrop(e){if(e.target.id==="modalBackdrop")closeModal()}
|
| 446 |
|
| 447 |
loadModels();
|
| 448 |
</script>
|
| 449 |
+
|
| 450 |
</body>
|
| 451 |
</html>
|