diff --git a/app.py b/app.py new file mode 100644 index 0000000..d61c161 --- /dev/null +++ b/app.py @@ -0,0 +1,129 @@ +import os +import cv2 +from typing import Optional +from pathlib import Path + +import supervision as sv +import uvicorn +import yaml +from fastapi import FastAPI, File, Form, HTTPException, Request, UploadFile +from fastapi.middleware.cors import CORSMiddleware +from fastapi.responses import JSONResponse +from fastapi.security.api_key import APIKeyHeader +from starlette.status import HTTP_403_FORBIDDEN + + +from groundingdino.util.inference import Model, preprocess_caption +from pdf_converter import PdfConverter + + +API_PARTNER_KEY = "" +API_KEY_NAME = "x-api-key" +api_key_header = APIKeyHeader(name=API_KEY_NAME, auto_error=False) + +app = FastAPI() + +app.add_middleware( + CORSMiddleware, + allow_origins=["*"], + allow_credentials=True, + allow_methods=["*"], + allow_headers=["*"], +) + +pdf_converter: PdfConverter = PdfConverter() +grounding_model = Model( + model_config_path=os.environ.get("GROUNDING_DINO_CONFIG"), + model_checkpoint_path=os.environ.get("GROUNDING_DINO_CHECKPOINT"), + device="cuda:0", +) +BOX_THRESHOLD = 0.4 +TEXT_THRESHOLD = 0.25 + +async def verify_api_key(request: Request): + api_key = await api_key_header(request) + if API_PARTNER_KEY is None or api_key != API_PARTNER_KEY: + raise HTTPException( + status_code=HTTP_403_FORBIDDEN, + detail="Could not validate API KEY", + ) + + +@app.middleware("http") +async def api_key_middleware(request: Request, call_next): + # Allow docs and openapi without API key + if request.url.path in ["/docs", "/openapi.json", "/redoc"]: + return await call_next(request) + try: + await verify_api_key(request) + except HTTPException as exc: + return JSONResponse(status_code=exc.status_code, content={"detail": exc.detail}) + return await call_next(request) + + +@app.post("/crop_ooi") +async def crop_object_of_interest( + document_file: Optional[UploadFile] = File( + None, description="The document to process." + ), + concept_list: Optional[list[str]] = Form( + ["ID document"], description="List of concepts to detect e.g. dog, cat, rain" + ), + save_files: Optional[bool] = Form( + False, description="True if crop are saved on local" + ), + box_threshold: Optional[float] = Form( + 0.4, description="Threshold rate to keep confidence detections" + ), + text_threshold: Optional[float] = Form(0.25, description="Text threshold"), +): + content = await document_file.read() + if document_file.content_type not in ["application/pdf", "image/jpeg", "image/png"]: + raise HTTPException( + status_code=400, + detail=f"Unsupported file type ({document_file.content_type}).", + ) + try: + images = pdf_converter.convert_pdf_bytes_to_jpg(content) + text = "".join([f"{x}. " for x in concept_list]) + caption = preprocess_caption(text) + for image in images: + detections, labels = grounding_model.predict_with_caption( + image=images, + caption=caption, + box_threshold=box_threshold, + text_threshold=text_threshold, + ) + confidences = detections.confidence.tolist() + class_names = labels + + labels = [ + f"{class_name} {confidence:.2f}" + for class_name, confidence in zip(class_names, confidences) + ] + for i, bbox in enumerate(detections.xyxy): + x_min, y_min, x_max, y_max = tuple(bbox) + patch = image[int(y_min) : int(y_max), int(x_min) : int(x_max)] + # patch_img_path = str( + # Path("outputs") / "extract" / f"{img_path.stem}_{i:d}.png" + # ) + # cv2.imwrite(patch_img_path, patch) + + box_annotator = sv.BoxAnnotator(color_lookup=sv.ColorLookup.INDEX) + annotated_frame = box_annotator.annotate( + scene=image.copy(), detections=detections + ) + label_annotator = sv.LabelAnnotator(color_lookup=sv.ColorLookup.INDEX) + annotated_frame = label_annotator.annotate( + scene=annotated_frame, detections=detections, labels=labels + ) + # cv2.imwrite(str(Path("outputs") / f"{img_path.stem}.png"), annotated_frame) + + except Exception as e: + print(f"{e}") + + +if __name__ == "__main__": + APP_PORT = int(os.environ.get("VLM_APP_PORT", 8009)) + APP_HOST = os.environ.get("VLM_APP_HOST", "0.0.0.0") + uvicorn.run(app, host=APP_HOST, port=APP_PORT) diff --git a/main.py b/main.py index 6a6ff32..f4e570b 100644 --- a/main.py +++ b/main.py @@ -1,15 +1,13 @@ from pathlib import Path import cv2 -import numpy as np import supervision as sv import torch import yaml -from pdf2image import convert_from_bytes, convert_from_path -from PIL import Image from tqdm import tqdm from groundingdino.util.inference import Model, preprocess_caption +from pdf_converter import PdfConverter GROUNDING_DINO_CONFIG = "groundingdino/config/GroundingDINO_SwinT_OGC.py" GROUNDING_DINO_CHECKPOINT = "gdino_checkpoints/groundingdino_swint_ogc.pth" @@ -17,49 +15,6 @@ BOX_THRESHOLD = 0.4 TEXT_THRESHOLD = 0.25 -class PdfConverterService: - """ - A service to convert PDF files to images and resize images, - using pypdfium2 for PDFs and Pillow for images. - """ - - def __init__(self, dpi: int): - self._pdfium_initialized = False # Track if PDFium needs explicit init/deinit - self._dpi = dpi - - def convert_pdf_to_jpg(self, file_path: str) -> list[Image.Image]: - """ - Converts a PDF file to JPG images at different scales. - """ - pil_images = convert_from_path(file_path, dpi=self._dpi) - return pil_images - - def resize_image(self, img: Image.Image, size: tuple[int, int]) -> Image.Image: - """ - Resizes a PIL Image to the specified size. - """ - return img.resize(size, Image.LANCZOS) - - @staticmethod - def save_image_as_png(img: Image.Image, file_path: str): - """ - Saves a PIL Image as a PNG file. - """ - img.save(file_path, format="PNG") - - @staticmethod - def to_cv2_image(img: Image.Image): - open_cv_image = np.array(img.convert("RGB")) - return open_cv_image[:, :, ::-1].copy() - - def convert_pdf_bytes_to_jpg(self, pdf_bytes: bytes) -> list[Image.Image]: - """ - Converts PDF bytes to JPG images at different scales. - """ - pil_images = convert_from_bytes(pdf_bytes, dpi=self._dpi) - return pil_images - - def main( data_dir: str | Path, text: str = "ID card. Carte Vitale. Bank details. Human face.", @@ -82,7 +37,7 @@ def main( for img_path in tqdm( data_dir.glob("*.pdf"), total=len(list(data_dir.glob("*.pdf"))) ): - pdf_convertor = PdfConverterService(120) + pdf_convertor = PdfConverter(120) if img_path.suffix == ".pdf": imgs = pdf_convertor.convert_pdf_to_jpg(str(img_path)) img = imgs[0] diff --git a/pdf_converter.py b/pdf_converter.py new file mode 100644 index 0000000..1345588 --- /dev/null +++ b/pdf_converter.py @@ -0,0 +1,46 @@ +import numpy as np +from pdf2image import convert_from_bytes, convert_from_path +from PIL import Image + + +class PdfConverter: + """ + A service to convert PDF files to images and resize images, + using pypdfium2 for PDFs and Pillow for images. + """ + + def __init__(self, dpi: int): + self._pdfium_initialized = False # Track if PDFium needs explicit init/deinit + self._dpi = dpi + + def convert_pdf_to_jpg(self, file_path: str) -> list[Image.Image]: + """ + Converts a PDF file to JPG images at different scales. + """ + pil_images = convert_from_path(file_path, dpi=self._dpi) + return pil_images + + def resize_image(self, img: Image.Image, size: tuple[int, int]) -> Image.Image: + """ + Resizes a PIL Image to the specified size. + """ + return img.resize(size, Image.LANCZOS) + + @staticmethod + def save_image_as_png(img: Image.Image, file_path: str): + """ + Saves a PIL Image as a PNG file. + """ + img.save(file_path, format="PNG") + + @staticmethod + def to_cv2_image(img: Image.Image): + open_cv_image = np.array(img.convert("RGB")) + return open_cv_image[:, :, ::-1].copy() + + def convert_pdf_bytes_to_jpg(self, pdf_bytes: bytes) -> list[Image.Image]: + """ + Converts PDF bytes to JPG images at different scales. + """ + pil_images = convert_from_bytes(pdf_bytes, dpi=self._dpi) + return pil_images diff --git a/pyproject.toml b/pyproject.toml index 8add04a..2bb3c73 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -22,4 +22,8 @@ dependencies = [ "pdf2image>=1.17.0", "pip>=25.2", "setuptools>=80.9.0", + 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