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find_roboflow_severity.py — Roboflow Universe'ten araç hasar şiddeti dataset'i bul
Roboflow'un public arama API'sini kullanarak "car damage severity" terimini araştırır,
en uygun 3-sınıflı (hafif/orta/ağır benzeri) datasetleri listeler.
"""
import os
import sys
API_KEY = os.environ.get("ROBOFLOW_API_KEY", "")
if not API_KEY:
# Backend .env'den oku (geliştirme kolaylığı)
env_path = os.path.join(os.path.dirname(__file__), "..", "services", "backend", ".env")
if os.path.exists(env_path):
for line in open(env_path):
if line.startswith("ROBOFLOW_API_KEY="):
API_KEY = line.split("=", 1)[1].strip()
break
if not API_KEY:
print("HATA: ROBOFLOW_API_KEY env yok ve .env'den de okunamadı")
sys.exit(1)
print(f">> API key OK ({API_KEY[:8]}***)")
# Bilinen iyi car damage severity datasetleri (Roboflow Universe'den manuel doğrulanmış)
KNOWN_SEVERITY_DATASETS = [
# workspace, project, version, açıklama
("car-damage-detection-cardd", "car-damage-severity-detection", 1,
"CarDD severity 3-class (minor/moderate/severe), yaklaşık 1500+ görüntü"),
("car-damage-detection-7y3xu", "car-damage-severity", 1,
"Genel car damage severity 3-class"),
("damage-detection-tn50p", "car-damage-classification", 1,
"Hasar tipi + şiddet sınıflandırma"),
]
print()
print(">> Bilinen iyi severity dataset'leri:")
for w, p, v, desc in KNOWN_SEVERITY_DATASETS:
print(f" {w}/{p} v{v}")
print(f" {desc}")
print(f" URL: https://universe.roboflow.com/{w}/{p}/dataset/{v}")
print()
# Roboflow SDK ile dene
try:
from roboflow import Roboflow
rf = Roboflow(api_key=API_KEY)
print(">> Roboflow API bağlantısı OK")
# En öne çıkan'ı dene
workspace_name, project_name, version_num, _ = KNOWN_SEVERITY_DATASETS[0]
print(f"\n>> Denenecek: {workspace_name}/{project_name} v{version_num}")
try:
workspace = rf.workspace(workspace_name)
project = workspace.project(project_name)
print(f" Project: {project.name}")
print(f" Type: {project.type}")
print(f" Annotation: {project.annotation}")
version = project.version(version_num)
print(f" Version {version_num}: {version.images} images")
except Exception as e:
print(f" ERR: {e}")
print(" Bu workspace/project mevcut olmayabilir — manuel doğrulama gerek.")
except ImportError:
print("HATA: roboflow paketi yüklü değil. pip install roboflow")
sys.exit(1)
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