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Update app.py
Browse files
app.py
CHANGED
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@@ -9,17 +9,15 @@ from PIL import Image
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from filelock import FileLock
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# ---------------- Config ----------------
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BASE_DIR = Path(
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IMAGE_DIR = os.getenv("IMAGE_DIR", "images")
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LABELS_CSV = os.getenv("LABELS_CSV", str(BASE_DIR / "labels.csv"))
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LABEL_LEFT = os.getenv("LABEL_A", "Class A")
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LABEL_RIGHT = os.getenv("LABEL_B", "Class B")
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SHOW_ALREADY_LABELED = os.getenv("SHOW_ALREADY_LABELED", "0") == "1"
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SUPPORTED_EXTS = (".png", ".jpg", ".jpeg", ".bmp", ".gif", ".tif", ".tiff", ".webp")
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st.set_page_config(page_title="Two-Button Image Labeler", layout="centered")
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# --------------- Helpers ----------------
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def list_images():
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paths = []
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@@ -28,7 +26,6 @@ def list_images():
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paths.append(p)
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return sorted(paths)
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-
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def read_labels():
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if os.path.exists(LABELS_CSV):
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try:
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@@ -37,46 +34,38 @@ def read_labels():
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return pd.DataFrame(columns=["image", "label", "annotator", "timestamp"])
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return pd.DataFrame(columns=["image", "label", "annotator", "timestamp"])
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-
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def rel_to_image_dir(p: str):
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try:
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return str(Path(p).resolve().relative_to(Path(IMAGE_DIR).resolve()))
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except Exception:
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return p
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def write_label(image_path: str, label: str, annotator: str):
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os.makedirs(
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record = {
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"image": rel_to_image_dir(image_path),
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"label": label,
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"annotator": annotator,
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"timestamp": datetime.now(timezone.utc).isoformat()
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}
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with FileLock(LABELS_CSV + ".lock", timeout=10):
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exists = os.path.exists(LABELS_CSV)
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df = pd.DataFrame([record])
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df.to_csv(LABELS_CSV, mode="a", header=not exists, index=False)
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# --------------- UI ---------------------
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st.title("🏷️ Two-Button Image Labeler")
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st.write(
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"Enter your name, click **Start**, then label each image using the big buttons. "
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"Use **Skip** to bypass an image."
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)
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with st.sidebar:
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default_name = st.session_state.get("annotator", "")
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annotator = st.text_input(
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"Your name*", value=default_name, placeholder="e.g., Dr. Smith"
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)
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c1, c2 = st.columns(2)
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with c1:
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start_btn = st.button("Start", type="primary")
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with c2:
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continue_by_name = st.toggle(
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"Only show images I haven't labeled yet",
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@@ -93,52 +82,40 @@ if "total" not in st.session_state:
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st.session_state.total = 0
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if "started" not in st.session_state:
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st.session_state.started = False
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#
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if
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st.session_state.order = []
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st.session_state.idx = 0
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st.session_state.total = 0
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st.session_state.started = False
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st.rerun()
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#
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if start_btn:
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if not annotator.strip():
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st.sidebar.error("Please enter your name.")
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else:
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st.session_state
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imgs = list_images()
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labels_df = read_labels()
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rel_imgs = [rel_to_image_dir(p) for p in imgs]
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if continue_by_name:
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# only show images THIS annotator hasn't labeled yet
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done_by_me = set(
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labels_df.query("annotator == @annotator.strip()")["image"].astype(str)
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)
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imgs = [p for p, r in zip(imgs, rel_imgs) if r not in done_by_me]
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if not imgs:
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st.success(
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f"All caught up for **{annotator.strip()}** 🎉 Nothing left to label."
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)
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else:
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st.warning(
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"No images found (or all labeled). Upload PNG/JPG/etc. to the `images/` folder."
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)
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else:
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st.session_state.order = imgs
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st.session_state.idx = 0
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st.session_state.total = len(imgs)
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st.session_state.started = True
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st.rerun()
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# main panel
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if not st.session_state.started:
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@@ -153,28 +130,30 @@ else:
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st.caption(f"{idx} / {total}")
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try:
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img = Image.open(current_image)
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if getattr(img, "n_frames", 1) > 1:
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img.seek(0)
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if img.mode not in ("RGB", "RGBA"):
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img = img.convert("RGB")
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st.image(img,
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except Exception as e:
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st.warning(f"Could not display image: {current_image}\n{e}")
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col1, col2, col3 = st.columns([1,
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with col1:
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if st.button(f"⬅️ {LABEL_LEFT}", use_container_width=True):
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write_label(current_image, LABEL_LEFT, annotator
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st.session_state.idx += 1
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st.rerun()
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with col2:
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if st.button("Skip", use_container_width=True):
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write_label(current_image, "Skip", annotator
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st.session_state.idx += 1
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st.rerun()
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with col3:
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if st.button(f"{LABEL_RIGHT} ➡️", use_container_width=True):
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write_label(current_image, LABEL_RIGHT, annotator
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st.session_state.idx += 1
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st.rerun()
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from filelock import FileLock
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# ---------------- Config ----------------
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BASE_DIR = Path(".").resolve() # Space root
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IMAGE_DIR = os.getenv("IMAGE_DIR", "images")
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LABELS_CSV = os.getenv("LABELS_CSV", str(BASE_DIR / "labels.csv"))
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LABEL_LEFT = os.getenv("LABEL_A", "Class A")
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LABEL_RIGHT = os.getenv("LABEL_B", "Class B")
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SUPPORTED_EXTS = (".png", ".jpg", ".jpeg", ".bmp", ".gif", ".tif", ".tiff", ".webp")
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st.set_page_config(page_title="Two-Button Image Labeler", layout="centered")
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# --------------- Helpers ----------------
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def list_images():
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paths = []
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paths.append(p)
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return sorted(paths)
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def read_labels():
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if os.path.exists(LABELS_CSV):
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try:
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return pd.DataFrame(columns=["image", "label", "annotator", "timestamp"])
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return pd.DataFrame(columns=["image", "label", "annotator", "timestamp"])
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def rel_to_image_dir(p: str):
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try:
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return str(Path(p).resolve().relative_to(Path(IMAGE_DIR).resolve()))
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except Exception:
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return p
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def write_label(image_path: str, label: str, annotator: str):
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os.makedirs(Path(LABELS_CSV).parent, exist_ok=True)
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record = {
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"image": rel_to_image_dir(image_path),
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"label": label,
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"annotator": annotator,
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"timestamp": datetime.now(timezone.utc).isoformat()
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}
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with FileLock(LABELS_CSV + ".lock", timeout=10):
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exists = os.path.exists(LABELS_CSV)
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df = pd.DataFrame([record])
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df.to_csv(LABELS_CSV, mode="a", header=not exists, index=False)
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# --------------- UI ---------------------
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st.title("🏷️ Two-Button Image Labeler")
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st.write("Enter your name, click **Start**, then label each image using the big buttons. Use **Skip** to bypass an image.")
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with st.sidebar:
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default_name = st.session_state.get("annotator", "")
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annotator = st.text_input("Your name*", value=default_name, placeholder="e.g., Dr. Smith")
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c1, c2 = st.columns(2)
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with c1:
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start_btn = st.button("Start", type="primary")
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with c2:
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restart_req = st.button("Restart")
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continue_by_name = st.toggle(
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"Only show images I haven't labeled yet",
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st.session_state.total = 0
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if "started" not in st.session_state:
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st.session_state.started = False
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if "annotator" not in st.session_state:
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st.session_state.annotator = ""
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# restart clears state
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if restart_req:
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st.session_state.order = []
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st.session_state.idx = 0
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st.session_state.total = 0
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st.session_state.started = False
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st.session_state.annotator = ""
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st.rerun()
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# start
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if start_btn:
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if not annotator.strip():
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st.sidebar.error("Please enter your name.")
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else:
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st.session_state.annotator = annotator.strip()
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imgs = list_images()
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labels_df = read_labels()
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# Already labeled by this annotator?
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if continue_by_name and len(labels_df) > 0:
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labeled = set(labels_df.query("annotator == @annotator")["image"].astype(str).tolist())
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rel_imgs = [rel_to_image_dir(p) for p in imgs]
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imgs = [p for p, r in zip(imgs, rel_imgs) if r not in labeled]
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if not imgs:
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st.warning("No images found (or all labeled by you). Upload PNG/JPG/etc. to the `images/` folder.")
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else:
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st.session_state.order = imgs
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st.session_state.idx = 0
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st.session_state.total = len(imgs)
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st.session_state.started = True
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# main panel
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if not st.session_state.started:
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st.caption(f"{idx} / {total}")
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try:
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img = Image.open(current_image)
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# If multipage TIFF, show first page
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if getattr(img, "n_frames", 1) > 1:
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img.seek(0)
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# Convert to RGB for browsers
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if img.mode not in ("RGB", "RGBA"):
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img = img.convert("RGB")
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st.image(img, use_container_width=True)
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except Exception as e:
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st.warning(f"Could not display image: {current_image}\n{e}")
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col1, col2, col3 = st.columns([1,1,1])
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with col1:
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if st.button(f"⬅️ {LABEL_LEFT}", use_container_width=True):
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write_label(current_image, LABEL_LEFT, st.session_state.annotator)
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st.session_state.idx += 1
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st.rerun()
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with col2:
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if st.button("Skip", use_container_width=True):
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write_label(current_image, "Skip", st.session_state.annotator)
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st.session_state.idx += 1
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st.rerun()
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with col3:
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if st.button(f"{LABEL_RIGHT} ➡️", use_container_width=True):
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write_label(current_image, LABEL_RIGHT, st.session_state.annotator)
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st.session_state.idx += 1
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st.rerun()
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