Datasets:
Tasks:
Text Classification
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
Tags:
art
License:
import json | |
import os | |
def load_metadata(): | |
"""Load metadata from metadata.jsonl""" | |
metadata_path = "metadata.jsonl" | |
metadata = {} | |
# Parse JSONL file and map descriptions by sprite ID | |
with open(metadata_path, 'r') as f: | |
for line in f: | |
if line.strip(): | |
entry = json.loads(line) | |
# Extract sprite ID from file_name (e.g., "23.png" -> "23") | |
sprite_id = entry["file_name"].split(".")[0] | |
metadata[sprite_id] = entry["text"] | |
return metadata | |
def extract_info_safely(description): | |
"""Extract information from description with error handling""" | |
info = { | |
"frames": "unknown", | |
"action": "unknown", | |
"direction": "unknown", | |
"character": "unknown" | |
} | |
try: | |
# Extract frame count | |
if "-frame" in description: | |
info["frames"] = description.split("-frame")[0] | |
# Extract action | |
if "that: " in description and "," in description: | |
info["action"] = description.split("that: ")[1].split(",")[0] | |
# Extract direction | |
if "facing: " in description: | |
info["direction"] = description.split("facing: ")[1] | |
# Extract character | |
if "of: " in description and ", that:" in description: | |
info["character"] = description.split("of: ")[1].split(", that:")[0] | |
except Exception as e: | |
print(f"Warning: Error parsing description: {description}") | |
print(f"Error details: {str(e)}") | |
return info | |
def create_sprite_dataset(): | |
"""Create sprite dataset with metadata""" | |
# Load metadata | |
metadata = load_metadata() | |
# Create output directory structure | |
base_dir = "sprite_dataset" | |
if not os.path.exists(base_dir): | |
os.makedirs(base_dir) | |
# Create metadata mapping | |
sprite_info = {} | |
# Process each folder in the train directory | |
train_dir = "train" | |
for folder_name in os.listdir(train_dir): | |
if folder_name.endswith("_frames"): | |
# Extract sprite ID from folder name (e.g., "23_frames" -> "23") | |
sprite_id = folder_name.split("_")[0] | |
# Get description from metadata | |
description = metadata.get(sprite_id, "No description available") | |
# Extract information safely | |
info = extract_info_safely(description) | |
# Create organized structure with folder name | |
sprite_info[sprite_id] = { | |
"frames": info["frames"], | |
"action": info["action"], | |
"direction": info["direction"], | |
"character": info["character"], | |
"folder_name": folder_name, | |
"full_description": description | |
} | |
# Save metadata to JSON file | |
metadata_path = os.path.join(base_dir, "sprite_metadata.json") | |
with open(metadata_path, "w") as f: | |
json.dump(sprite_info, f, indent=4) | |
print(f"Created sprite dataset with metadata for {len(sprite_info)} sprites") | |
return sprite_info | |
if __name__ == "__main__": | |
sprite_info = create_sprite_dataset() |