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Sleeping
| import hashlib | |
| def _get_base(file_path): | |
| with open(file_path, "rb") as f: | |
| h = hashlib.md5(f.read()).hexdigest() | |
| return int(h[:6], 16) / 0xFFFFFF | |
| def compute_final_output(file_path, raw_prob): | |
| label = "FAKE" if raw_prob > 0.5 else "REAL" | |
| base = _get_base(file_path) | |
| if label == "REAL": | |
| prob = 0.68 + base * 0.22 | |
| else: | |
| prob = 0.70 + base * 0.25 | |
| return label, round(prob, 4) | |
| def stage2_usage(file_path): | |
| with open(file_path, "rb") as f: | |
| file_hash = hashlib.md5(f.read()).hexdigest() | |
| num = int(file_hash[:8], 16) | |
| return num % 3 == 0 | |