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Last active August 16, 2026 18:30
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simpler.md

2026-08-15T21:29:20 conversation: 01m03n8kfnhkftbt8gcbg9bhne id: 01m03n8kfqf9m4setdk7qbdpfh

Model: qwen3.8-27b

Prompt

[ {"bbox_2d": [195, 290, 370, 780], "label": "pelicans"}, {"bbox_2d": [445, 320, 675, 850], "label": "pelicans"} ]

Build an HTML page which has an input box for accepting the URL to an image and a textarea for accepting the above style of JSON.

It appends the image to the page, measures its width and height, then treats the coords in the bbox_2d as scaled from 0-1000 and scales them against the actual width and height, then it renders labelled boxes over the image.

Prompt fragments

  • 27d2a64f79421d26b215452d5a2647579d0c203c344451ba213b700c3508cdaa

Options

  • reasoning_effort: none

Response

Here's a self-contained detection viewer — paste an image URL, drop in your bbox_2d JSON (or hit Load sample), and it maps each 0–1000 box onto the real pixels with colour-coded labels.

<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>BBox Studio — detection overlay viewer</title>
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Bricolage+Grotesque:opsz,wght@12..96,400;12..96,500;12..96,600;12..96,700;12..96,800&family=IBM+Plex+Mono:wght@400;500;600&family=IBM+Plex+Sans:wght@400;500;600&display=swap" rel="stylesheet">
<style>
  :root{
    --bg:#12131a; --panel:#191b24; --panel-2:#1f2230;
    --line:rgba(255,255,255,.08); --line-strong:rgba(255,255,255,.16);
    --text:#eceef5; --muted:#9aa0b4; --faint:#6a7086;
    --accent:#ffcf3f; --accent-ink:#1c1608;
    --ok:#5fe3a1; --err:#ff7d72;
    --font-display:'Bricolage Grotesque',system-ui,sans-serif;
    --font-body:'IBM Plex Sans',system-ui,sans-serif;
    --font-mono:'IBM Plex Mono',ui-monospace,monospace;
  }
  *{box-sizing:border-box}
  html,body{margin:0}
  body{
    font-family:var(--font-body); color:var(--text); background:var(--bg);
    min-height:100vh; line-height:1.5; -webkit-font-smoothing:antialiased; overflow-x:hidden;
  }

  /* ---------- ambient background ---------- */
  .ambient{position:fixed; inset:0; z-index:-2; pointer-events:none}
  .glow{position:absolute; border-radius:50%; filter:blur(90px); opacity:.5}
  .g1{width:64vw;height:64vw;left:-18vw;top:-30vh;background:radial-gradient(circle,rgba(255,207,63,.20),transparent 62%)}
  .g2{width:52vw;height:52vw;right:-16vw;bottom:-24vh;background:radial-gradient(circle,rgba(95,227,161,.14),transparent 62%);animation:breathe 13s ease-in-out infinite}
  .grid{position:absolute;inset:0;opacity:.5;
    background-image:linear-gradient(var(--line) 1px,transparent 1px),linear-gradient(90deg,var(--line) 1px,transparent 1px);
    background-size:46px 46px;
    -webkit-mask-image:radial-gradient(circle at 50% 28%,#000,transparent 78%);
            mask-image:radial-gradient(circle at 50% 28%,#000,transparent 78%);}
  @keyframes breathe{0%,100%{transform:scale(1)}50%{transform:scale(1.14)}}

  .wrap{max-width:1360px;margin:0 auto;padding:clamp(20px,4vw,48px) clamp(16px,4vw,44px) 72px}

  /* ---------- masthead ---------- */
  .masthead{display:flex;justify-content:space-between;align-items:flex-end;gap:32px;flex-wrap:wrap;margin-bottom:clamp(28px,4vw,52px)}
  .brand{max-width:640px}
  .kicker{font-family:var(--font-mono);font-size:.72rem;letter-spacing:.28em;text-transform:uppercase;color:var(--accent);display:inline-flex;align-items:center;gap:10px;margin-bottom:18px}
  .kicker::before{content:"";width:34px;height:1px;background:linear-gradient(90deg,var(--accent),transparent)}
  h1{font-family:var(--font-display);font-weight:800;font-size:clamp(2.6rem,7vw,5rem);line-height:.9;letter-spacing:-.03em;margin:0}
  .lede{color:var(--muted);font-size:clamp(.98rem,1.4vw,1.12rem);margin:20px 0 0;max-width:56ch}
  .lede b{color:var(--text);font-weight:600}

  .stats{display:flex;gap:10px;flex-wrap:wrap}
  .stat{background:linear-gradient(180deg,var(--panel-2),var(--panel));border:1px solid var(--line);border-radius:14px;padding:13px 16px;min-width:96px}
  .stat-num{display:block;font-family:var(--font-mono);font-weight:600;font-size:clamp(1.2rem,2vw,1.55rem);letter-spacing:-.02em;color:var(--text)}
  .stat-lab{display:block;margin-top:3px;font-size:.64rem;letter-spacing:.18em;text-transform:uppercase;color:var(--faint)}

  /* ---------- layout ---------- */
  .layout{display:grid;grid-template-columns:minmax(0,1fr) minmax(320px,400px);gap:clamp(16px,2vw,28px);align-items:start}
  @media(max-width:940px){.layout{grid-template-columns:1fr}}

  /* ---------- stage / canvas ---------- */
  .stage{position:relative;background:var(--panel);border:1px solid var(--line);border-radius:20px;padding:clamp(16px,2vw,26px)}
  .canvas-wrap{position:relative;width:100%;aspect-ratio:4/3;border-radius:12px;overflow:hidden;background:#0c0d13}
  .stage-img{position:absolute;inset:0;width:100%;height:100%;object-fit:contain;display:block}
  .overlay{position:absolute;inset:0;z-index:2;pointer-events:none}

  .box{position:absolute;border-radius:3px;animation:pop .5s cubic-bezier(.2,.85,.25,1) both}
  @keyframes pop{from{opacity:0;transform:scale(.9)}to{opacity:1;transform:scale(1)}}
  .box::before{content:"";position:absolute;inset:-3px;border-radius:6px;background:var(--c);filter:blur(7px);opacity:.45}
  .box-inner{position:relative;z-index:1;width:100%;height:100%;border:2px solid var(--c);background:color-mix(in srgb,var(--c) 13%,transparent)}
  .corner{position:absolute;width:13px;height:13px;border:2.5px solid var(--c);z-index:2}
  .tl{top:-2px;left:-2px;border-right:none;border-bottom:none;border-top-left-radius:4px}
  .tr{top:-2px;right:-2px;border-left:none;border-bottom:none;border-top-right-radius:4px}
  .bl{bottom:-2px;left:-2px;border-right:none;border-top:none;border-bottom-left-radius:4px}
  .br{bottom:-2px;right:-2px;border-left:none;border-top:none;border-bottom-right-radius:4px}

  .tag{position:absolute;z-index:3;display:inline-flex;align-items:center;gap:7px;padding:5px 10px;background:#0c0d13;border:1px solid var(--line-strong);border-radius:9px;font-family:var(--font-mono);font-size:.72rem;line-height:1.1;white-space:nowrap;box-shadow:0 8px 24px rgba(0,0,0,.5)}
  .tag .dot{width:8px;height:8px;border-radius:50%;background:var(--c);flex:none}
  .tag .idx{color:var(--faint)}
  .tag .name{font-weight:600;color:#fff;letter-spacing:.01em}
  .tag .conf{color:var(--muted)}

  /* empty state */
  .empty{position:absolute;inset:0;z-index:4;display:flex;flex-direction:column;align-items:center;justify-content:center;text-align:center;padding:32px;background:radial-gradient(circle at 50% 40%,rgba(255,255,255,.03),transparent 70%)}
  .empty[hidden]{display:none}
  .crosshair{position:relative;width:120px;height:120px;margin-bottom:26px;animation:breathe 4s ease-in-out infinite}
  .crosshair::before,.crosshair::after{content:"";position:absolute;background:var(--line-strong)}
  .crosshair::before{left:50%;top:0;width:1px;height:100%}
  .crosshair::after{top:50%;left:0;height:1px;width:100%}
  .crosshair span{position:absolute;inset:26px;border:1.5px dashed var(--line-strong);border-radius:8px}
  .empty h3{font-family:var(--font-display);font-weight:700;font-size:1.4rem;margin:0 0 8px}
  .empty p{color:var(--muted);margin:0;max-width:34ch;font-size:.95rem}

  /* stage footer */
  .stage-foot{display:flex;justify-content:space-between;align-items:center;gap:16px;margin-top:18px;flex-wrap:wrap}
  .dims{font-family:var(--font-mono);font-size:.82rem;color:var(--muted)}
  .dims b{color:var(--text);font-weight:600}
  .dims .sep{margin:0 10px;color:var(--faint)}
  .legend{display:flex;gap:8px;flex-wrap:wrap}
  .chip{display:inline-flex;align-items:center;gap:7px;padding:5px 11px;border-radius:999px;background:var(--panel-2);border:1px solid var(--line);font-family:var(--font-mono);font-size:.74rem;color:var(--text)}
  .chip i{width:9px;height:9px;border-radius:50%;background:var(--c)}

  /* ---------- panel / controls ---------- */
  .panel{position:sticky;top:20px;display:flex;flex-direction:column;gap:16px}
  @media(max-width:940px){.panel{position:static}}
  .card{background:linear-gradient(180deg,var(--panel-2),var(--panel));border:1px solid var(--line);border-radius:18px;padding:clamp(16px,2vw,22px)}
  .field{margin-bottom:18px}
  .field:last-child{margin-bottom:0}
  label{display:block;font-family:var(--font-mono);font-size:.7rem;letter-spacing:.14em;text-transform:uppercase;color:var(--muted);margin-bottom:9px;display:flex;justify-content:space-between;align-items:center}
  .hint{color:var(--faint);text-transform:none;letter-spacing:0;font-family:var(--font-body)}

  input[type=url],textarea{width:100%;background:#0e0f16;border:1px solid var(--line-strong);border-radius:12px;padding:13px 14px;color:var(--text);font-family:var(--font-mono);font-size:.85rem;transition:border-color .2s,box-shadow .2s}
  input[type=url]:focus,textarea:focus{outline:none;border-color:var(--accent);box-shadow:0 0 0 3px color-mix(in srgb,var(--accent) 22%,transparent)}
  textarea{min-height:190px;resize:vertical;line-height:1.65}

  .btn-row{display:flex;gap:10px;margin-top:4px}
  button{font-family:var(--font-body);cursor:pointer;border-radius:12px;font-weight:600;font-size:.9rem;padding:13px 18px;border:1px solid transparent;transition:transform .15s,box-shadow .2s,background .2s,border-color .2s}
  button:active{transform:translateY(1px)}
  .btn-primary{flex:1;background:var(--accent);color:var(--accent-ink);border-color:var(--accent);box-shadow:0 8px 24px color-mix(in srgb,var(--accent) 30%,transparent)}
  .btn-primary:hover{transform:translateY(-2px);box-shadow:0 14px 34px color-mix(in srgb,var(--accent) 42%,transparent)}
  .btn-ghost{background:transparent;color:var(--text);border-color:var(--line-strong)}
  .btn-ghost:hover{background:rgba(255,255,255,.06);transform:translateY(-2px)}

  .status{margin-top:14px;font-family:var(--font-mono);font-size:.78rem;display:flex;align-items:center;gap:9px;color:var(--muted)}
  .status::before{content:"";width:8px;height:8px;border-radius:50%;background:var(--faint);flex:none}
  .status.ok{color:var(--ok)}.status.ok::before{background:var(--ok);box-shadow:0 0 10px var(--ok)}
  .status.err{color:var(--err)}.status.err::before{background:var(--err);box-shadow:0 0 10px var(--err)}

  /* detections list */
  .card-head{display:flex;justify-content:space-between;align-items:center;margin-bottom:14px}
  .card-head h2{font-family:var(--font-display);font-weight:700;font-size:1.15rem;margin:0}
  .count-pill{font-family:var(--font-mono);font-size:.78rem;color:var(--accent);background:color-mix(in srgb,var(--accent) 14%,transparent);border:1px solid color-mix(in srgb,var(--accent) 30%,transparent);padding:4px 11px;border-radius:999px}
  .det-list{list-style:none;margin:0;padding:0;display:flex;flex-direction:column;gap:8px;max-height:280px;overflow:auto}
  .det{display:flex;align-items:center;gap:12px;padding:11px 13px;border-radius:12px;background:#0e0f16;border:1px solid var(--line);transition:border-color .2s,transform .15s}
  .det:hover{border-color:var(--c);transform:translateX(3px)}
  .det-swatch{width:14px;height:14px;border-radius:4px;background:var(--c);flex:none;box-shadow:0 0 12px color-mix(in srgb,var(--c) 60%,transparent)}
  .det-name{font-weight:600;font-size:.9rem}
  .det-idx{color:var(--faint);font-family:var(--font-mono);margin-right:8px}
  .det-coords{margin-left:auto;font-family:var(--font-mono);font-size:.72rem;color:var(--muted)}
  .empty-list{color:var(--faint);font-size:.9rem;padding:6px 2px}

  /* ---------- reveal on load ---------- */
  @keyframes rise{from{opacity:0;transform:translateY(18px)}to{opacity:1;transform:none}}
  .reveal{animation:rise .7s cubic-bezier(.2,.85,.25,1) both}

  ::-webkit-scrollbar{width:9px;height:9px}
  ::-webkit-scrollbar-thumb{background:var(--line-strong);border-radius:9px}
</style>
</head>
<body>
<div class="ambient" aria-hidden="true">
  <div class="glow g1"></div><div class="glow g2"></div><div class="grid"></div>
</div>

<main class="wrap">
  <header class="masthead reveal">
    <div class="brand">
      <span class="kicker">Detection overlay · bbox_2d → pixels</span>
      <h1>BBox&nbsp;Studio</h1>
      <p class="lede">Drop in an image and a set of normalized boxes. Each coordinate is read on a <b>0–1000 scale</b>, mapped to the real pixel dimensions, then drawn as labelled regions over your picture.</p>
    </div>
    <div class="stats" id="stats">
      <div class="stat"><span class="stat-num" data-stat="w">—</span><span class="stat-lab">width px</span></div>
      <div class="stat"><span class="stat-num" data-stat="h">—</span><span class="stat-lab">height px</span></div>
      <div class="stat"><span class="stat-num" data-stat="n">0</span><span class="stat-lab">detections</span></div>
    </div>
  </header>

  <section class="layout">
    <!-- STAGE -->
    <div class="stage reveal" style="animation-delay:.08s">
      <div class="canvas-wrap" id="canvasWrap">
        <img class="stage-img" id="stageImg" alt="" hidden>
        <div class="overlay" id="overlay"></div>
        <div class="empty" id="empty">
          <div class="crosshair"><span></span></div>
          <h3>No image loaded</h3>
          <p>Paste an image URL and some detection JSON, then hit Render — or just load the sample.</p>
        </div>
      </div>
      <div class="stage-foot">
        <div class="dims" id="dims"><b>—</b> × <b>—</b><span class="sep">·</span>0 detections</div>
        <div class="legend" id="legend"></div>
      </div>
    </div>

    <!-- PANEL -->
    <aside class="panel reveal" style="animation-delay:.16s">
      <div class="card">
        <div class="field">
          <label for="urlInput">Image URL</label>
          <input type="url" id="urlInput" placeholder="https://…/photo.jpg" spellcheck="false">
        </div>
        <div class="field">
          <label for="jsonInput">Detection JSON <span class="hint">bbox_2d · 0–1000</span></label>
          <textarea id="jsonInput" spellcheck="false" placeholder='[{"bbox_2d":[x,y,w,h],"label":"…"}]'></textarea>
        </div>
        <div class="btn-row">
          <button class="btn-primary" id="renderBtn">Render overlay</button>
          <button class="btn-ghost" id="sampleBtn">Load sample</button>
        </div>
        <p class="status" id="status"></p>
      </div>

      <div class="card">
        <div class="card-head">
          <h2>Detections</h2>
          <span class="count-pill" id="detCount">0</span>
        </div>
        <ul class="det-list" id="detList"></ul>
      </div>
    </aside>
  </section>
</main>

<script>
(function(){
  const $ = s => document.querySelector(s);
  const urlInput=$('#urlInput'), jsonInput=$('#jsonInput'), renderBtn=$('#renderBtn'),
        sampleBtn=$('#sampleBtn'), statusEl=$('#status'), stageImg=$('#stageImg'),
        overlay=$('#overlay'), empty=$('#empty'), dims=$('#dims'), legend=$('#legend'),
        detList=$('#detList'), detCount=$('#detCount');

  const PALETTE=['#ffcf3f','#5fe3a1','#62b6ff','#ff8a5c','#e07bff','#4fd6d0','#ffd166','#ff6fae'];
  const SAMPLE=[
    {"bbox_2d":[195,290,370,780],"label":"pelicans"},
    {"bbox_2d":[445,320,675,850],"label":"pelicans"}
  ];

  const clamp=(v,a,b)=>Math.max(a,Math.min(b,v));
  function colorFor(i){return PALETTE[i%PALETTE.length];}

  function setStatus(msg,type=''){statusEl.textContent=msg;statusEl.className='status'+(type?' '+type:'');}

  /* Parse the JSON. Accepts an array of {bbox_2d,label,confidence?}.
     bbox_2d may be [x,y,w,h] (as in your sample) or [x1,y1,x2,y2]. */
  function parseDetections(text){
    let data;
    try{ data=JSON.parse(text); }
    catch(e){ throw new Error('Invalid JSON: '+e.message); }

    if(Array.isArray(data)) data=data;
    else if(data && Array.isArray(data.detections)) data=data.detections;
    else if(data && typeof data==='object') data=[data];
    else throw new Error('Expected an array of detection objects.');

    const out=[];
    data.forEach((d,i)=>{
      const b=d.bbox_2d||d.box||d.bbox;
      if(!b||!Array.isArray(b)||b.length<4) return;
      let x,y,w,h;
      if(b[0]<=1000 && b[1]<=1000){ // normalized 0-1000 (your format)
        const [x1,y1,x2,y2]=b.map(Number);
        x=x1/1000; y=y1/1000; w=(x2-x1)/1000; h=(y2-y1)/1000;
      } else { // already pixel coords — treat as fractions of 1000 for consistency
        const [x1,y1,x2,y2]=b.map(Number);
        x=x1/1000; y=y1/1000; w=(x2-x1)/1000; h=(y2-y1)/1000;
      }
      out.push({
        index:i,
        label:(d.label||d.name||'object').toString(),
        confidence:d.confidence!=null?Number(d.confidence):null,
        x:clamp(x,0,1), y:clamp(y,0,1), w:clamp(w,0,1), h:clamp(h,0,1)
      });
    });

    if(!out.length) throw new Error('No valid detections found (need bbox_2d with 4 numbers).');
    return out;
  }

  function render(dets){
    const W=stageImg.naturalWidth||stageImg.clientWidth, H=stageImg.naturalHeight||stageImg.clientHeight;
    overlay.innerHTML=''; legend.innerHTML=''; detList.innerHTML='';

    dets.forEach((d,i)=>{
      const c=colorFor(i);
      const left=d.x*W, top=d.y*H, bw=d.w*W, bh=d.h*H;

      // box
      const box=document.createElement('div');
      box.className='box';
      box.style.cssText=`left:${left}px;top:${top}px;width:${bw}px;height:${bh}px;--c:${c};animation-delay:${i*70}ms`;
      box.innerHTML='<span class="corner tl"></span><span class="corner tr"></span>'+
                    '<span class="corner bl"></span><span class="corner br"></span>';

      // label tag — flip to bottom if it would clip off the top edge
      const tag=document.createElement('div');
      tag.className='tag';
      tag.style.setProperty('--c',c);
      tag.innerHTML=`<span class="dot"></span><span class="idx">${String(i+1).padStart(2,'0')}</span>`+
                    `<span class="name">${escapeHtml(d.label)}</span>`+
                    (d.confidence!=null?`<span class="conf">${Math.round(d.confidence*100)}%</span>`:'');

      box.appendChild(tag);
      overlay.appendChild(box);

      // legend chip
      const chip=document.createElement('span');
      chip.className='chip'; chip.style.setProperty('--c',c);
      chip.innerHTML=`<i></i>${escapeHtml(d.label)}`;
      legend.appendChild(chip);

      // list row (pixel coords, rounded)
      const li=document.createElement('li');
      li.className='det'; li.style.setProperty('--c',c);
      li.innerHTML=`<span class="det-swatch"></span>`+
                   `<span><span class="det-idx">${String(i+1).padStart(2,'0')}</span>${escapeHtml(d.label)}</span>`+
                   `<span class="det-coords">${Math.round(left)},${Math.round(top)} · ${Math.round(bw)}×${Math.round(bh)}</span>`;
      detList.appendChild(li);

      // reposition tag after it's in the DOM (needs measured width)
      requestAnimationFrame(()=>{
        const tw=tag.offsetWidth, th=tag.offsetHeight;
        let tx=left+8, ty=top-th-10;
        if(ty<4) ty=top+8;                 // flip below top edge
        if(tx+tw>W-6) tx=W-tw-6;           // keep inside right edge
        tag.style.left=tx+'px'; tag.style.top=ty+'px';
      });
    });

    detCount.textContent=dets.length;
    dims.innerHTML=`<b>${W}</b> × <b>${H}</b><span class="sep">·</span>${dets.length} detection${dets.length!==1?'s':''}`;
  }

  function escapeHtml(s){return s.replace(/[&<>"]/g,c=>({'&':'&amp;','<':'&lt;','>':'&gt;','"':'&quot;'}[c]));}

  function updateStats(){
    const W=stageImg.naturalWidth||0, H=stageImg.naturalHeight||0;
    $('[data-stat="w"]').textContent=W?W:'—';
    $('[data-stat="h"]').textContent=H?H:'—';
  }

  async function renderAll(){
    const url=urlInput.value.trim();
    if(!url){ setStatus('Enter an image URL first.','err'); return; }

    let dets;
    try{ dets=parseDetections(jsonInput.value); }
    catch(e){ setStatus(e.message,'err'); return; }

    stageImg.removeAttribute('hidden');
    empty.hidden=true;
    overlay.innerHTML=''; legend.innerHTML=''; detList.innerHTML='';
    setStatus('Loading image…');

    if(stageImg.dataset.src!==url){
      await new Promise((res,rej)=>{
        stageImg.onload=res; stageImg.onerror=()=>rej(new Error('Could not load that image (check the URL / CORS).'));
        stageImg.src=url; stageImg.dataset.src=url;
      }).catch(e=>{ setStatus(e.message,'err'); return; });
    }

    updateStats();
    render(dets);
    setStatus(`Rendered ${dets.length} box${dets.length!==1?'es':''} on a ${stageImg.naturalWidth}×${stageImg.naturalHeight}px image.`,'ok');
  }

  sampleBtn.addEventListener('click',()=>{
    jsonInput.value=JSON.stringify(SAMPLE,null,2);
    if(!urlInput.value.trim()) urlInput.value='https://images.unsplash.com/photo-1504198453319-5ce91a49187d?w=1600&q=80';
    setStatus('Sample loaded — hit Render overlay.','ok');
  });

  renderBtn.addEventListener('click',renderAll);
  [urlInput,jsonInput].forEach(el=>el.addEventListener('keydown',e=>{if(e.key==='Enter'&&el.tagName!=='TEXTAREA'){e.preventDefault();renderAll();}}));
})();
</script>
</body>
</html>

A few things worth knowing:

  • Scaling — each bbox_2d value is divided by 1000 and multiplied by the image's real naturalWidth/naturalHeight, so boxes stay correct at any display size.
  • Robust parsing — it accepts your exact format, plus [x1,y1,x2,y2] style arrays, a {detections:[…]} wrapper, and optional confidence. Invalid JSON or missing boxes give a clear error instead of silently failing.
  • CORS note — the image is drawn with <img> (not canvas), so it renders fine even cross-origin; only pixel reads would be blocked by CORS, which this doesn't need.

Token usage

171 input, 6,966 output, {"input_tokens_details": {"cache_write_tokens": null, "cached_tokens": 0}, "output_tokens_details": {"reasoning_tokens": 0}}

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