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Browse files- app.py +328 -0
- requirements.txt +2 -0
app.py
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| 1 |
+
# app.py
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| 2 |
+
# Quiz “Classement par étiquettes” – labels configurables via assets/labels.json
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| 3 |
+
# Gradio app pour Hugging Face Spaces
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| 4 |
+
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| 5 |
+
import gradio as gr
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| 6 |
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import os, json, random, glob
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| 7 |
+
from typing import List, Dict, Any
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| 8 |
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from PIL import Image, ImageDraw, ImageFont
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| 9 |
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| 10 |
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IMAGE_DIR = os.getenv("IMAGE_DIR", "assets")
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| 11 |
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TEXTS_PATH = os.getenv("TEXTS_PATH", os.path.join(IMAGE_DIR, "texts.json"))
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| 12 |
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LABELS_PATH = os.path.join(IMAGE_DIR, "labels.json")
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| 13 |
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IMG_EXTS = (".png", ".jpg", ".jpeg", ".webp", ".bmp", ".gif")
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| 14 |
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| 15 |
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DEFAULT_LABELS = [f"étiquette {i}" for i in range(1, 25)]
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| 16 |
+
def load_labels() -> List[str]:
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| 17 |
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try:
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| 18 |
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if os.path.exists(LABELS_PATH):
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| 19 |
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with open(LABELS_PATH, "r", encoding="utf-8") as f:
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| 20 |
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data = json.load(f)
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| 21 |
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if isinstance(data, list) and all(isinstance(x, str) for x in data) and data:
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| 22 |
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return data
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| 23 |
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elif isinstance(data, dict) and isinstance(data.get("labels"), list):
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| 24 |
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labels = data["labels"]
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| 25 |
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if all(isinstance(x, str) for x in labels) and labels:
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| 26 |
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return labels
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| 27 |
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except Exception as e:
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| 28 |
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print("[warn] labels.json illisible:", e)
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| 29 |
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return DEFAULT_LABELS
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| 30 |
+
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| 31 |
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LABELS = load_labels()
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| 32 |
+
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| 33 |
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_env_n_images = os.getenv("N_IMAGES")
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| 34 |
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N_IMAGES = int(_env_n_images) if _env_n_images else len(LABELS)
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| 35 |
+
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| 36 |
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DEFAULT_TEXTS = {
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| 37 |
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"title": "Classez les images par étiquette",
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| 38 |
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"instructions": "Pour chaque image, choisissez une **étiquette** dans le menu déroulant, puis cliquez sur **Valider mes choix**.",
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| 39 |
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"btn_shuffle": "🔀 Mélanger l’ordre",
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| 40 |
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"btn_reset": "♻️ Réinitialiser les choix",
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| 41 |
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"btn_submit": "✅ Valider mes choix",
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| 42 |
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"results_title": "Résultats",
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| 43 |
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"results_score_prefix": "Score : ",
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| 44 |
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"results_table_headers": ["#", "Fichier", "Étiquette correcte", "Votre étiquette", "Créateur", "Objet", "Titre", "✓"],
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| 45 |
+
"results_gallery_ok": "Réponses correctes",
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| 46 |
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"results_gallery_ko": "Réponses incorrectes",
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| 47 |
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"btn_again_same": "↩️ Rejouer (même ordre)",
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| 48 |
+
"btn_again_shuffle": "🔁 Rejouer & mélanger",
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| 49 |
+
"warn_missing": "❗ Merci de sélectionner une étiquette pour les **{missing}** élément(s)."
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| 50 |
+
}
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| 51 |
+
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| 52 |
+
def _centered_multiline(draw: ImageDraw.ImageDraw, xy, text: str, font: ImageFont.ImageFont, img_w: int):
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| 53 |
+
x, y = xy
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| 54 |
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line_h = int(font.size * 1.2)
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| 55 |
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for i, line in enumerate(text.split("\n")):
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| 56 |
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bbox = draw.textbbox((0, 0), line, font=font)
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| 57 |
+
w = bbox[2] - bbox[0]
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| 58 |
+
draw.text(((img_w - w) // 2, y + i * line_h), line, fill=(0, 0, 0), font=font)
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| 59 |
+
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| 60 |
+
def load_texts():
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| 61 |
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try:
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| 62 |
+
if os.path.exists(TEXTS_PATH):
|
| 63 |
+
with open(TEXTS_PATH, "r", encoding="utf-8") as f:
|
| 64 |
+
data = json.load(f)
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| 65 |
+
if isinstance(data, dict):
|
| 66 |
+
merged = DEFAULT_TEXTS.copy()
|
| 67 |
+
merged.update({k: v for k, v in data.items() if v is not None})
|
| 68 |
+
return merged
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| 69 |
+
except Exception as e:
|
| 70 |
+
print("[warn] texts.json illisible:", e)
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| 71 |
+
return DEFAULT_TEXTS
|
| 72 |
+
|
| 73 |
+
def generate_demo_assets():
|
| 74 |
+
os.makedirs(IMAGE_DIR, exist_ok=True)
|
| 75 |
+
files = [p for p in glob.glob(os.path.join(IMAGE_DIR, "*")) if p.lower().endswith(IMG_EXTS)]
|
| 76 |
+
if len(files) >= N_IMAGES and os.path.exists(os.path.join(IMAGE_DIR, "answer_key.json")):
|
| 77 |
+
if not os.path.exists(TEXTS_PATH):
|
| 78 |
+
with open(TEXTS_PATH, "w", encoding="utf-8") as f:
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| 79 |
+
json.dump(DEFAULT_TEXTS, f, ensure_ascii=False, indent=2)
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| 80 |
+
if not os.path.exists(LABELS_PATH):
|
| 81 |
+
with open(LABELS_PATH, "w", encoding="utf-8") as f:
|
| 82 |
+
json.dump(LABELS, f, ensure_ascii=False, indent=2)
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| 83 |
+
return
|
| 84 |
+
|
| 85 |
+
print("[setup] Génération d’images de démonstration (étiquettes configurables)…")
|
| 86 |
+
w, h = 640, 640
|
| 87 |
+
try:
|
| 88 |
+
font = ImageFont.truetype("DejaVuSans-Bold.ttf", 40)
|
| 89 |
+
except Exception:
|
| 90 |
+
font = ImageFont.load_default()
|
| 91 |
+
|
| 92 |
+
rows = []
|
| 93 |
+
for i in range(N_IMAGES):
|
| 94 |
+
label = LABELS[i % len(LABELS)]
|
| 95 |
+
img = Image.new("RGB", (w, h), (230, 180 + (i*7) % 55, 180 + (i*11) % 60))
|
| 96 |
+
d = ImageDraw.Draw(img)
|
| 97 |
+
text = f"Image {i+1}\n{label}"
|
| 98 |
+
line_h = int(font.size * 1.2)
|
| 99 |
+
lines = text.split("\n")
|
| 100 |
+
total_h = line_h * len(lines)
|
| 101 |
+
y0 = (h - total_h) // 2
|
| 102 |
+
for j, line in enumerate(lines):
|
| 103 |
+
tw = d.textlength(line, font=font) if hasattr(d, "textlength") else d.textsize(line, font=font)[0]
|
| 104 |
+
d.text(((w - tw)//2, y0 + j*line_h), line, fill=(0,0,0), font=font)
|
| 105 |
+
fname = f"image_{i+1:02d}.png"
|
| 106 |
+
path = os.path.join(IMAGE_DIR, fname)
|
| 107 |
+
img.save(path)
|
| 108 |
+
rows.append({
|
| 109 |
+
"file": os.path.basename(path),
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| 110 |
+
"label": label,
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| 111 |
+
"creator": "DEMO",
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| 112 |
+
"object": f"Image démo {i+1}",
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| 113 |
+
"title": f"Démo {i+1:02d}",
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| 114 |
+
"year": 2025,
|
| 115 |
+
"source": None,
|
| 116 |
+
"notes": "Généré automatiquement (étiquettes)"
|
| 117 |
+
})
|
| 118 |
+
|
| 119 |
+
with open(os.path.join(IMAGE_DIR, "answer_key.json"), "w", encoding="utf-8") as f:
|
| 120 |
+
json.dump(rows, f, ensure_ascii=False, indent=2)
|
| 121 |
+
|
| 122 |
+
if not os.path.exists(TEXTS_PATH):
|
| 123 |
+
with open(TEXTS_PATH, "w", encoding="utf-8") as f:
|
| 124 |
+
json.dump(DEFAULT_TEXTS, f, ensure_ascii=False, indent=2)
|
| 125 |
+
|
| 126 |
+
if not os.path.exists(LABELS_PATH):
|
| 127 |
+
with open(LABELS_PATH, "w", encoding="utf-8") as f:
|
| 128 |
+
json.dump(LABELS, f, ensure_ascii=False, indent=2)
|
| 129 |
+
|
| 130 |
+
def load_items():
|
| 131 |
+
os.makedirs(IMAGE_DIR, exist_ok=True)
|
| 132 |
+
generate_demo_assets()
|
| 133 |
+
|
| 134 |
+
files = [p for p in glob.glob(os.path.join(IMAGE_DIR, "*")) if p.lower().endswith(IMG_EXTS)]
|
| 135 |
+
files.sort()
|
| 136 |
+
if len(files) < N_IMAGES:
|
| 137 |
+
raise RuntimeError(f"Il faut au moins {N_IMAGES} images dans '{IMAGE_DIR}'. Trouvé : {len(files)}.")
|
| 138 |
+
files = files[:N_IMAGES]
|
| 139 |
+
|
| 140 |
+
answer_key_path = os.path.join(IMAGE_DIR, "answer_key.json")
|
| 141 |
+
meta_map = {}
|
| 142 |
+
if os.path.exists(answer_key_path):
|
| 143 |
+
try:
|
| 144 |
+
with open(answer_key_path, "r", encoding="utf-8") as f:
|
| 145 |
+
data = json.load(f)
|
| 146 |
+
if isinstance(data, dict):
|
| 147 |
+
for k, v in data.items():
|
| 148 |
+
meta_map[os.path.basename(k)] = {
|
| 149 |
+
"label": str(v),
|
| 150 |
+
"creator": None, "object": None, "title": None,
|
| 151 |
+
"year": None, "source": None, "notes": None,
|
| 152 |
+
}
|
| 153 |
+
elif isinstance(data, list):
|
| 154 |
+
for row in data:
|
| 155 |
+
fname = (row.get("file") or row.get("name") or row.get("path") or "").strip()
|
| 156 |
+
if not fname:
|
| 157 |
+
continue
|
| 158 |
+
meta_map[os.path.basename(fname)] = {
|
| 159 |
+
"label": row.get("label"),
|
| 160 |
+
"creator": row.get("creator"),
|
| 161 |
+
"object": row.get("object") or row.get("subject"),
|
| 162 |
+
"title": row.get("title"),
|
| 163 |
+
"year": row.get("year"),
|
| 164 |
+
"source": row.get("source"),
|
| 165 |
+
"notes": row.get("notes"),
|
| 166 |
+
}
|
| 167 |
+
except Exception as e:
|
| 168 |
+
print("[warn] Impossible de lire answer_key.json :", e)
|
| 169 |
+
|
| 170 |
+
items = []
|
| 171 |
+
for p in files:
|
| 172 |
+
fname = os.path.basename(p)
|
| 173 |
+
meta = meta_map.get(fname, {})
|
| 174 |
+
truth = meta.get("label") or ""
|
| 175 |
+
if truth not in LABELS:
|
| 176 |
+
idx = len(items) % len(LABELS)
|
| 177 |
+
truth = LABELS[idx]
|
| 178 |
+
items.append({
|
| 179 |
+
"path": p,
|
| 180 |
+
"file": fname,
|
| 181 |
+
"truth": truth,
|
| 182 |
+
"creator": meta.get("creator"),
|
| 183 |
+
"object": meta.get("object"),
|
| 184 |
+
"title": meta.get("title"),
|
| 185 |
+
"year": meta.get("year"),
|
| 186 |
+
"source": meta.get("source"),
|
| 187 |
+
"notes": meta.get("notes"),
|
| 188 |
+
})
|
| 189 |
+
return items
|
| 190 |
+
|
| 191 |
+
TEXTS = load_texts()
|
| 192 |
+
ITEMS = load_items()
|
| 193 |
+
|
| 194 |
+
COLS = 4
|
| 195 |
+
|
| 196 |
+
def build_interface(items, texts):
|
| 197 |
+
labels = LABELS
|
| 198 |
+
with gr.Blocks(theme=gr.themes.Soft(), css="""
|
| 199 |
+
.quiz-grid .gr-image {max-height: 220px}
|
| 200 |
+
.score {font-size: 1.2rem; font-weight: 700}
|
| 201 |
+
""") as demo:
|
| 202 |
+
gr.Markdown(f"""
|
| 203 |
+
# {texts['title']}
|
| 204 |
+
{texts['instructions']}
|
| 205 |
+
""")
|
| 206 |
+
|
| 207 |
+
state_items = gr.State(items)
|
| 208 |
+
|
| 209 |
+
with gr.Group(visible=True) as quiz_group:
|
| 210 |
+
with gr.Row():
|
| 211 |
+
btn_shuffle = gr.Button(texts["btn_shuffle"])
|
| 212 |
+
btn_reset = gr.Button(texts["btn_reset"])
|
| 213 |
+
btn_submit = gr.Button(texts["btn_submit"], variant="primary")
|
| 214 |
+
|
| 215 |
+
warn_md = gr.Markdown(visible=False)
|
| 216 |
+
|
| 217 |
+
image_comps = []
|
| 218 |
+
dropdown_comps = []
|
| 219 |
+
|
| 220 |
+
rows = (len(items) + COLS - 1) // COLS
|
| 221 |
+
idx = 0
|
| 222 |
+
with gr.Column(elem_classes=["quiz-grid"]):
|
| 223 |
+
for r in range(rows):
|
| 224 |
+
with gr.Row():
|
| 225 |
+
for c in range(COLS):
|
| 226 |
+
if idx >= len(items):
|
| 227 |
+
break
|
| 228 |
+
with gr.Column():
|
| 229 |
+
img = gr.Image(value=items[idx]["path"], label=f"Image {idx+1}", interactive=False)
|
| 230 |
+
image_comps.append(img)
|
| 231 |
+
dd = gr.Dropdown(choices=labels, label="Votre choix", value=None)
|
| 232 |
+
dropdown_comps.append(dd)
|
| 233 |
+
idx += 1
|
| 234 |
+
|
| 235 |
+
with gr.Group(visible=False) as result_group:
|
| 236 |
+
gr.Markdown(f"## {texts['results_title']}")
|
| 237 |
+
score_md = gr.Markdown(elem_classes=["score"])
|
| 238 |
+
df = gr.Dataframe(headers=texts["results_table_headers"], row_count=(len(items), "fixed"), interactive=False)
|
| 239 |
+
with gr.Row():
|
| 240 |
+
gallery_ok = gr.Gallery(label=texts["results_gallery_ok"], columns=6, height=180)
|
| 241 |
+
gallery_ko = gr.Gallery(label=texts["results_gallery_ko"], columns=6, height=180)
|
| 242 |
+
with gr.Row():
|
| 243 |
+
btn_again_same = gr.Button(texts["btn_again_same"])
|
| 244 |
+
btn_again_shuffle = gr.Button(texts["btn_again_shuffle"])
|
| 245 |
+
|
| 246 |
+
def on_shuffle(state):
|
| 247 |
+
items = list(state)
|
| 248 |
+
random.shuffle(items)
|
| 249 |
+
img_updates = [gr.update(value=items[i]["path"], label=f"Image {i+1}") for i in range(len(items))]
|
| 250 |
+
dd_updates = [gr.update(value=None, choices=labels) for _ in range(len(items))]
|
| 251 |
+
warn_upd = gr.update(value="", visible=False)
|
| 252 |
+
return [*img_updates, *dd_updates, warn_upd, items]
|
| 253 |
+
|
| 254 |
+
btn_shuffle.click(on_shuffle, inputs=[state_items], outputs=[*image_comps, *dropdown_comps, warn_md, state_items])
|
| 255 |
+
|
| 256 |
+
def on_reset():
|
| 257 |
+
return [gr.update(value=None) for _ in range(len(items))] + [gr.update(value="", visible=False)]
|
| 258 |
+
|
| 259 |
+
btn_reset.click(on_reset, inputs=None, outputs=[*dropdown_comps, warn_md])
|
| 260 |
+
|
| 261 |
+
def on_submit(*args):
|
| 262 |
+
state = args[-1]
|
| 263 |
+
answers = list(args[:-1])
|
| 264 |
+
if any(a in (None, "") for a in answers):
|
| 265 |
+
missing = sum(1 for a in answers if a in (None, ""))
|
| 266 |
+
msg = texts["warn_missing"].format(missing=missing)
|
| 267 |
+
return (
|
| 268 |
+
gr.update(value="", visible=False),
|
| 269 |
+
gr.update(value=None),
|
| 270 |
+
gr.update(value=None),
|
| 271 |
+
gr.update(value=None),
|
| 272 |
+
gr.update(visible=True),
|
| 273 |
+
gr.update(visible=False),
|
| 274 |
+
gr.update(value=msg, visible=True),
|
| 275 |
+
)
|
| 276 |
+
|
| 277 |
+
items = list(state)
|
| 278 |
+
rows = []
|
| 279 |
+
ok_imgs, ko_imgs = [], []
|
| 280 |
+
ok = 0
|
| 281 |
+
for i, choice in enumerate(answers):
|
| 282 |
+
it = items[i]
|
| 283 |
+
truth = it["truth"]
|
| 284 |
+
path = it["path"]
|
| 285 |
+
is_ok = (choice == truth)
|
| 286 |
+
ok += 1 if is_ok else 0
|
| 287 |
+
rows.append([
|
| 288 |
+
i+1,
|
| 289 |
+
it["file"],
|
| 290 |
+
truth,
|
| 291 |
+
choice,
|
| 292 |
+
(it.get("creator") or "—"),
|
| 293 |
+
(it.get("object") or "—"),
|
| 294 |
+
(it.get("title") or "—"),
|
| 295 |
+
"✅" if is_ok else "❌",
|
| 296 |
+
])
|
| 297 |
+
(ok_imgs if is_ok else ko_imgs).append(path)
|
| 298 |
+
score_txt = f"**{texts['results_score_prefix']}{ok}/{len(items)} ({round(100*ok/len(items))}%)**"
|
| 299 |
+
|
| 300 |
+
return (
|
| 301 |
+
gr.update(value=score_txt, visible=True),
|
| 302 |
+
gr.update(value=rows),
|
| 303 |
+
gr.update(value=ok_imgs),
|
| 304 |
+
gr.update(value=ko_imgs),
|
| 305 |
+
gr.update(visible=False),
|
| 306 |
+
gr.update(visible=True),
|
| 307 |
+
gr.update(value="", visible=False),
|
| 308 |
+
)
|
| 309 |
+
|
| 310 |
+
btn_submit.click(on_submit, inputs=[*dropdown_comps, state_items], outputs=[score_md, df, gallery_ok, gallery_ko, quiz_group, result_group, warn_md])
|
| 311 |
+
|
| 312 |
+
def restart(state, do_shuffle: bool):
|
| 313 |
+
items = list(state)
|
| 314 |
+
if do_shuffle:
|
| 315 |
+
random.shuffle(items)
|
| 316 |
+
img_updates = [gr.update(value=items[i]["path"], label=f"Image {i+1}") for i in range(len(items))]
|
| 317 |
+
dd_updates = [gr.update(value=None, choices=labels) for _ in range(len(items))]
|
| 318 |
+
return [*img_updates, *dd_updates, gr.update(visible=True), gr.update(visible=False), items]
|
| 319 |
+
|
| 320 |
+
btn_again_same.click(lambda state: restart(state, False), inputs=[state_items], outputs=[*image_comps, *dropdown_comps, quiz_group, result_group, state_items])
|
| 321 |
+
btn_again_shuffle.click(lambda state: restart(state, True), inputs=[state_items], outputs=[*image_comps, *dropdown_comps, quiz_group, result_group, state_items])
|
| 322 |
+
|
| 323 |
+
return demo
|
| 324 |
+
|
| 325 |
+
demo = build_interface(ITEMS, TEXTS)
|
| 326 |
+
|
| 327 |
+
if __name__ == "__main__":
|
| 328 |
+
demo.launch()
|
requirements.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
gradio>=4.39.0
|
| 2 |
+
pillow>=10.0.0
|