chore: update examples + res

.gitattributes

@@ -35,3 +35,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 *.png filter=lfs diff=lfs merge=lfs -text
 *.jpg filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text

app.py

@@ -28,30 +28,17 @@ from PIL import Image
 from similarity import JinaV4SimilarityMapper
 
 EX_DIR = Path("examples"); EX_DIR.mkdir(exist_ok=True)
-MIN_H  = 512
-
-# ───────── component helper (Buttons vs Radio) ─────────
-if hasattr(gr, "Buttons"):
-    ButtonsLike = gr.Buttons
-    def buttons_update(toks):
-        first = toks[0] if toks else None
-        return ButtonsLike.update(choices=toks, value=first, visible=True)
-else:
-    ButtonsLike = gr.Radio
-    def buttons_update(toks):
-        first = toks[0] if toks else None
-        return gr.update(choices=toks, value=first, visible=True)
+
+
+ButtonsLike = gr.Radio
+def buttons_update(toks):
+    first = toks[0] if toks else None
+    return gr.update(choices=toks, value=first, visible=True)
 
 # ───────── util functions ─────────
 def _slug(t: str, n: int = 60) -> str:
     return re.sub(r"[^\w\-]+", "_", t.lower())[:n] or "x"
 
-def _ensure_h(img: Image.Image, h: int = MIN_H) -> Image.Image:
-    if img.height >= h:
-        return img
-    sc = h / img.height
-    return img.resize((int(img.width * sc), h), Image.BICUBIC)
-
 def overlay(tok: str, maps: Dict[str, str], base: Image.Image) -> Image.Image:
     if tok not in maps:
         return base
@@ -107,22 +94,22 @@ def run_mapper(prompt: str, img_url: str):
         raise gr.Error("Please provide an image URL.")
     try:
         r = requests.get(img_url, stream=True, timeout=10); r.raise_for_status()
-        img = _ensure_h(Image.open(io.BytesIO(r.content)).convert("RGB"))
+        img = Image.open(io.BytesIO(r.content)).convert("RGB")
     except Exception as e:
         raise gr.Error(f"Image load failed: {e}")
 
-    img_proc = img.copy(); MAPPER.process_image(img_proc)
+    img_proc, _, _ =  MAPPER.process_image(img_url)
     toks, maps = MAPPER.get_token_similarity_maps(prompt, img_proc)
     if not toks:
         raise gr.Error("Mapper returned no tokens.")
 
-    save_run(prompt, img_url, img, maps)
+    # save_run(prompt, img_url, img_proc, maps)
 
     first_tok = toks[0]
     info      = f"**Prompt:** {prompt}\n\n**Image URL:** {img_url}"
     return (
-        buttons_update(toks), maps, img,
-        gr.update(value=overlay(first_tok, maps, img), visible=True),
+        buttons_update(toks), maps, img_proc,
+        gr.update(value=overlay(first_tok, maps, img_proc), visible=True),
         gr.update(value=info, visible=True),
         "", "")
 

examples/auto_a_person_riding_a_bicycle_near_20250704_075555/heatmaps.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7ed7cbae18b2f385885dd3fd7a84827602d7409d093aa3bd97da14742c480b4
+size 11106301

examples/auto_computing_jobs_in_the_us_20250704_075605/heatmaps.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3959c1fdb6fc989c962079ac38a603ecf9df3ea9eae0542e42a2f7bb4513bcb
+size 4753664

examples/auto_graph_of_profession_choices_in_20250704_080418/heatmaps.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0913968a9be3fa664aa410912a2b7ca20813a96822b39745e56ce48a0e0690eb
+size 5152100

examples/auto_graph_of_profession_choices_in_20250704_080418/prompt.txt

@@ -0,0 +1 @@
+Graph of profession choices in bangladesh