Spaces:
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Update app.py
Browse files
app.py
CHANGED
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@@ -7,15 +7,20 @@ import streamlit as st
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import pandas as pd
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from PIL import Image
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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",
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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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@@ -41,7 +46,7 @@ def rel_to_image_dir(p: str):
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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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@@ -53,9 +58,21 @@ def write_label(image_path: str, label: str, annotator: str):
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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
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with st.sidebar:
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default_name = st.session_state.get("annotator", "")
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@@ -65,7 +82,7 @@ with st.sidebar:
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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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@@ -82,16 +99,13 @@ 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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if "annotator" not in st.session_state:
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st.session_state.annotator = ""
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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.session_state.annotator = ""
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st.rerun()
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# start
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@@ -99,18 +113,19 @@ 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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# Already labeled by this annotator?
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if continue_by_name and len(labels_df) > 0:
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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
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if not imgs:
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st.warning("No images found (or all labeled
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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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@@ -127,13 +142,11 @@ else:
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st.success("All done 🎉 Thank you!")
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else:
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current_image = st.session_state.order[idx]
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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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@@ -143,20 +156,19 @@ else:
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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,
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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",
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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,
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st.session_state.idx += 1
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st.rerun()
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# Footer / admin
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st.divider()
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st.caption("Labels are saved to `labels.csv`
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import pandas as pd
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from PIL import Image
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from filelock import FileLock
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from huggingface_hub import HfApi
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# ---------------- Config ----------------
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IMAGE_DIR = os.getenv("IMAGE_DIR", "images")
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LABELS_CSV = os.getenv("LABELS_CSV", "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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HF_TOKEN = os.getenv("HF_TOKEN") # stored in Space secrets
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SPACE_ID = os.getenv("SPACE_ID", "MichaelDeutges/LabelingTest") # change if repo name differs
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api = HfApi()
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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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return p
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def write_label(image_path: str, label: str, annotator: str):
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os.makedirs(os.path.dirname(LABELS_CSV) or ".", 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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df = pd.DataFrame([record])
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df.to_csv(LABELS_CSV, mode="a", header=not exists, index=False)
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# Upload to Hugging Face repo
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try:
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api.upload_file(
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path_or_fileobj=LABELS_CSV,
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path_in_repo="labels.csv",
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repo_id=SPACE_ID,
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repo_type="space",
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token=HF_TOKEN
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)
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except Exception as e:
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print("Upload failed:", e)
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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. 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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with c1:
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start_btn = st.button("Start", type="primary")
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with c2:
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reset_btn = st.button("🔄 Reset Session")
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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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# reset
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if reset_btn:
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st.session_state.started = False
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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.rerun()
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# start
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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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if continue_by_name and len(labels_df) > 0:
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already = set(
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labels_df.query("annotator == @annotator")["image"].astype(str).tolist()
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)
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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 already]
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if not imgs:
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st.warning("No images found (or all labeled).")
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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.success("All done 🎉 Thank you!")
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else:
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current_image = st.session_state.order[idx]
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st.caption(f"{idx+1} / {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, use_container_width=True)
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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, annotator.strip())
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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.strip())
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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.strip())
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st.session_state.idx += 1
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st.rerun()
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st.divider()
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st.caption("Labels are saved to `labels.csv` and synced to this Space.")
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