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#!/usr/bin/env python3
"""
Test script for TRIQA Hugging Face demo
Run this to test the demo locally before uploading
"""
import os
import sys
def test_demo():
"""Test the demo components."""
print("Testing TRIQA Hugging Face Demo...")
# Check if required files exist
required_files = [
'app.py',
'convnext_original.py',
'convnext_finetune.py',
'requirements.txt',
'package.json'
]
missing_files = []
for file in required_files:
if not os.path.exists(file):
missing_files.append(file)
if missing_files:
print(f"❌ Missing files: {missing_files}")
return False
print("✅ All required files present")
# Check if model files exist
model_files = [
'feature_models/convnext_tiny_22k_224.pth',
'feature_models/triqa_quality_aware.pth',
'Regression_Models/KonIQ_scaler.save',
'Regression_Models/KonIQ_TRIQA.save'
]
missing_models = []
for file in model_files:
if not os.path.exists(file):
missing_models.append(file)
if missing_models:
print(f"⚠️ Missing model files: {missing_models}")
print(" Download from Box: https://utexas.box.com/s/8aw6axc2lofouja65uc726lca8b1cduf")
else:
print("✅ All model files present")
# Check if sample images exist
sample_dir = 'sample_image'
if os.path.exists(sample_dir):
sample_files = os.listdir(sample_dir)
if sample_files:
print(f"✅ Sample images present: {len(sample_files)} files")
else:
print("⚠️ No sample images found")
else:
print("⚠️ Sample image directory not found")
print("\nDemo test complete!")
print("If all files are present, you can upload to Hugging Face Spaces.")
return len(missing_files) == 0
if __name__ == "__main__":
test_demo()
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