Files
PaddleOCR/scripts/dataset_validation.py

36 lines
1.0 KiB
Python

import os
import cv2
def rename_files(directory_path: str):
extensions = set()
for file in os.listdir(directory_path):
filename, extension = file.split(".")
extensions.add(extension)
old_filename = os.path.join(directory_path, file)
new_filename = os.path.join(directory_path, f"{filename}.jpg")
if old_filename != new_filename:
print(f"{old_filename} -> {new_filename}")
os.rename(old_filename, new_filename)
def check_images(directory_path: str):
for file in os.listdir(directory_path):
try:
img = cv2.imread(os.path.join(directory_path, file))
if img is None:
print(file)
except Exception:
print(file)
def check_labels(dir_path: str) -> int:
for filename in os.listdir(dir_path):
name, extension = filename.split(".")
if len(name) != 17:
print(filename)
# rename_files("train_data/images/")
# check_images("train_data/images/")
check_labels("train_data/images/")