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Running
Running
Commit
·
b3f650d
1
Parent(s):
b0a9338
Add decode_blob_data function to handle Gradio image blob conversion in app.py
Browse files
app.py
CHANGED
@@ -7,6 +7,8 @@ Any new model should implement the following functions:
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import os
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import glob
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# import spaces
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import gradio as gr
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@@ -20,7 +22,7 @@ from utils import (
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from flagging import HuggingFaceDatasetSaver
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import install_private_repos # noqa: F401
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-
from seavision import load_model
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TITLE = """
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@@ -59,12 +61,113 @@ def inference(image):
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return results.draw(image)
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def flag_img_input(
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image: gr.Image, flag_option: str = "misdetection", username: str = "anonymous"
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):
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"""Wrapper for flagging"""
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print(f"{image=}, {flag_option=}, {username=}")
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-
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# Flagging
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import os
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import glob
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import hashlib
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import struct
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# import spaces
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import gradio as gr
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from flagging import HuggingFaceDatasetSaver
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import install_private_repos # noqa: F401
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from seavision import load_model
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TITLE = """
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return results.draw(image)
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def decode_blob_data(image_data):
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"""
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Decode blob data from Gradio image component.
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Handles blob format and converts to proper image file format.
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"""
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if not isinstance(image_data, dict):
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return image_data
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print(f"DEBUG: Original input - image: {image_data}")
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# Check if this is blob data - more comprehensive check
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is_blob = (
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'path' in image_data and
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'blob' in image_data['path'] and
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image_data.get('size') is None and
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image_data.get('orig_name') is None and
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image_data.get('mime_type') is None
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)
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if is_blob:
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print(f"DEBUG: Converting blob data: {image_data}")
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print("DEBUG: Detected blob format, converting...")
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blob_path = image_data['path']
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print(f"DEBUG: Blob path: {blob_path}")
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# Read the blob file
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with open(blob_path, 'rb') as f:
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blob_content = f.read()
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file_size = len(blob_content)
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print(f"DEBUG: File size: {file_size}")
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# Check file header to determine format
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if len(blob_content) >= 8:
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header = blob_content[:8].hex()
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print(f"DEBUG: File header: {header}")
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# PNG header: 89 50 4E 47 0D 0A 1A 0A
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if header.startswith('89504e470d0a1a0a'):
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extension = '.png'
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mime_type = 'image/png'
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# JPEG header: FF D8 FF
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elif header.startswith('ffd8ff'):
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extension = '.jpg'
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mime_type = 'image/jpeg'
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# GIF header: 47 49 46 38
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elif header.startswith('47494638'):
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extension = '.gif'
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mime_type = 'image/gif'
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else:
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# Default to PNG if we can't determine
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extension = '.png'
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mime_type = 'image/png'
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else:
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extension = '.png'
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mime_type = 'image/png'
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print(f"DEBUG: Detected extension: {extension}, MIME type: {mime_type}")
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# Generate a unique filename
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content_hash = hashlib.md5(blob_content).hexdigest()[:8]
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new_filename = f"flagged_image_{content_hash}{extension}"
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print(f"DEBUG: Generated filename: {new_filename}")
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# Create new path in the same directory
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import tempfile
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temp_dir = os.path.dirname(blob_path)
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new_path = os.path.join(temp_dir, new_filename)
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print(f"DEBUG: New path: {new_path}")
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# Write the content to the new file
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with open(new_path, 'wb') as f:
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f.write(blob_content)
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print(f"DEBUG: Successfully renamed blob to: {new_path}")
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# Update the image data
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converted_data = {
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'path': new_path,
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'url': image_data['url'].replace('blob', new_filename),
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'size': file_size,
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'orig_name': new_filename,
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'mime_type': mime_type,
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'is_stream': False,
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'meta': image_data.get('meta', {})
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}
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print(f"DEBUG: Converted data: {converted_data}")
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return converted_data
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else:
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print("DEBUG: Not a blob, skipping conversion")
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print(f"DEBUG: Converted image: {image_data}")
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return image_data
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def flag_img_input(
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image: gr.Image, flag_option: str = "misdetection", username: str = "anonymous"
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):
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"""Wrapper for flagging"""
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print(f"{image=}, {flag_option=}, {username=}")
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# Decode blob data if necessary
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decoded_image = decode_blob_data(image)
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hf_writer.flag([decoded_image], flag_option=flag_option, username=username)
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# Flagging
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