From 64385c18642793e2ef8435bd41ec93b3cefec1b0 Mon Sep 17 00:00:00 2001 From: Nicolas Sebastian Schuler Date: Thu, 31 Jul 2025 12:18:18 +0200 Subject: [PATCH] (feat) add first step of highlighting features of interest --- .gitignore | 1 + data/classes.txt | 14 +++ data/images/cat.jpg | Bin 0 -> 61925 bytes data/images/dog.jpg | Bin 0 -> 417611 bytes data/labels/cat.txt | 9 ++ data/labels/dog.txt | 7 ++ data/notes.json | 65 ++++++++++++++ main.py | 24 ++++++ pyproject.toml | 2 + src/data.py | 60 +++++++++++++ src/img_utils.py | 82 ++++++++++++++++++ uv.lock | 206 ++++++++++++++++++++++++++++++-------------- 12 files changed, 406 insertions(+), 64 deletions(-) create mode 100644 data/classes.txt create mode 100644 data/images/cat.jpg create mode 100644 data/images/dog.jpg create mode 100644 data/labels/cat.txt create mode 100644 data/labels/dog.txt create mode 100644 data/notes.json create mode 100644 main.py create mode 100644 src/data.py create mode 100644 src/img_utils.py diff --git 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0.27727069805194804 0.5896103896103895 0.3360071699134199 0.5155844155844155 0.38351461038961043 0.4532467532467532 0.3446448863636364 0.3883116883116882 0.3411897997835498 0.3207792207792208 0.31182156385281384 0.3519480519480519 0.28849972943722946 0.4155844155844155 diff --git a/data/notes.json b/data/notes.json new file mode 100644 index 0000000..4d718d2 --- /dev/null +++ b/data/notes.json @@ -0,0 +1,65 @@ +{ + "categories": [ + { + "id": 0, + "name": "cat" + }, + { + "id": 1, + "name": "cat-eyes" + }, + { + "id": 2, + "name": "cat-head" + }, + { + "id": 3, + "name": "cat-nose" + }, + { + "id": 4, + "name": "cat-paws" + }, + { + "id": 5, + "name": "cat-whiskers" + }, + { + "id": 6, + "name": "dog" + }, + { + "id": 7, + "name": "dog-eyes" + }, + { + "id": 8, + "name": "dog-head" + }, + { + "id": 9, + "name": "dog-nose" + }, + { + "id": 10, + "name": "dog-paws" + }, + { + "id": 11, + "name": "dog-whiskers" + }, + { + "id": 12, + "name": "pointy-ears" + }, + { + "id": 13, + "name": "round-ears" + } + ], + "info": { + "year": 2025, + "version": "1.0", + "contributor": "Label Studio" + } +} \ No newline at end of file diff --git a/main.py b/main.py new file mode 100644 index 0000000..4bb52a7 --- /dev/null +++ b/main.py @@ -0,0 +1,24 @@ +import cv2 + +from src.data import load_data +from src.img_utils import apply_color_overlay, blur_background, desaturate_background + + +def main(): + print("Starting Abduction Demo") + labeled_images = load_data() + image = labeled_images[0].image + mask = labeled_images[0].create_mask([labeled_images[0].labels[0]]) + + overlay_result = apply_color_overlay(image, mask, color=(255, 100, 0), alpha=0.4) + cv2.imwrite(".tmp-data/highlight_overlay.jpg", overlay_result) + + blur_result = blur_background(image, mask, blur_intensity=(51, 51)) + cv2.imwrite(".tmp-data/highlight_blurred.jpg", blur_result) + + desaturate_result = desaturate_background(image, mask) + cv2.imwrite(".tmp-data/highlight_desaturated.jpg", desaturate_result) + + +if __name__ == "__main__": + main() diff --git a/pyproject.toml b/pyproject.toml index 27210c5..7e68b74 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -16,6 +16,8 @@ requires-python = ">=3.13" dependencies = [ "langchain>=0.3.27", "langchain-ollama>=0.3.6", + "numpy>=2.3.2", + "opencv-python>=4.11.0.86", ] [tool.uv] diff --git a/src/data.py b/src/data.py new file mode 100644 index 0000000..1c45f50 --- /dev/null +++ b/src/data.py @@ -0,0 +1,60 @@ +import json +from pathlib import Path +from typing import List + +import cv2 +import numpy as np + +DATA_PATH_ROOT = Path("data").absolute() +DATA_PATH_IMAGES = DATA_PATH_ROOT / "images" +DATA_PATH_LABELS = DATA_PATH_ROOT / "labels" + + +class LabeledImage: + categories = {} + + def __init__(self, image_path: Path, label_path: Path, label_db: Path) -> None: + self.image_path = image_path + self.image = cv2.imread(image_path) + self.extract_categories(label_db) + self.labels = self.extract_labels(label_path) + self.cl = "cat" if "cat" in [label["name"] for label in self.labels] else "dog" + + def extract_categories(self, label_db: Path): + # Create Label<>ID relation db + if LabeledImage.categories == {}: + with label_db.open("r") as f: + labels = json.load(f) + for label in labels["categories"]: + LabeledImage.categories[int(label["id"])] = label["name"] + + def extract_labels(self, label_path: Path): + labels = [] + with label_path.open("r") as f: + for line in f.readlines(): + label = {} + chunks = line.split(" ") + label["id"] = int(chunks[0]) + label["name"] = self.categories[label["id"]] + label["polygon"] = chunks[1:] + labels.append(label) + return labels + + def create_mask(self, elements: List[dict]): + img_h, img_w, _ = self.image.shape + mask = np.zeros((img_h, img_w), dtype=np.uint8) + for e in elements: + norm_coords = np.array(e["polygon"], dtype=np.float32) + points = norm_coords.reshape(-1, 2) + points[:, 0] *= img_w + points[:, 1] *= img_h + pixel_points = np.array([points], dtype=np.int32) + cv2.fillPoly(mask, pixel_points, 255) + return mask + + +def load_data(): + limgs = [] + for img in DATA_PATH_IMAGES.glob("*.jpg"): + limgs.append(LabeledImage(img, DATA_PATH_LABELS / (str(img.stem) + ".txt"), DATA_PATH_ROOT / "notes.json")) + return limgs diff --git a/src/img_utils.py b/src/img_utils.py new file mode 100644 index 0000000..4e55b8a --- /dev/null +++ b/src/img_utils.py @@ -0,0 +1,82 @@ +import cv2 +import numpy as np + + +def apply_color_overlay(image, mask, color=(0, 0, 255), alpha=0.5): + """ + Applies a semi-transparent colored overlay to the masked region of an image. + + Args: + image (np.ndarray): The original BGR image. + mask (np.ndarray): The single-channel black and white mask. + color (tuple): The BGR color for the overlay (e.g., (0, 0, 255) for red). + alpha (float): The transparency of the overlay (0.0 to 1.0). + + Returns: + np.ndarray: The image with the colored overlay. + """ + # Create a colored layer + overlay = np.zeros_like(image) + overlay[mask == 255] = color + + # Blend the overlay with the original image + # result = original_image * (1 - alpha) + overlay * alpha + highlighted_image = cv2.addWeighted(image, 1 - alpha, overlay, alpha, 0) + + return highlighted_image + + +def desaturate_background(image, mask): + """ + Keeps the masked area in color and turns the background to grayscale. + + Args: + image (np.ndarray): The original BGR image. + mask (np.ndarray): The single-channel black and white mask. + + Returns: + np.ndarray: The image with a desaturated background. + """ + # Create a grayscale version of the image, then convert it back to 3 channels + gray_image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY) + background = cv2.cvtColor(gray_image, cv2.COLOR_GRAY2BGR) + + # Use the mask to select the colored foreground + foreground = cv2.bitwise_and(image, image, mask=mask) + + # Use the inverted mask to select the grayscale background + inverted_mask = cv2.bitwise_not(mask) + background = cv2.bitwise_and(background, background, mask=inverted_mask) + + # Combine the colored foreground and grayscale background + highlighted_image = cv2.add(foreground, background) + + return highlighted_image + + +def blur_background(image, mask, blur_intensity=(35, 35)): + """ + Blurs the background, keeping the masked area in focus. + + Args: + image (np.ndarray): The original BGR image. + mask (np.ndarray): The single-channel black and white mask. + blur_intensity (tuple): The kernel size for Gaussian blur. Must be odd numbers. + + Returns: + np.ndarray: The image with a blurred background. + """ + # Create a blurred version of the image + blurred_image = cv2.GaussianBlur(image, blur_intensity, 0) + + # Use the mask to select the sharp foreground + foreground = cv2.bitwise_and(image, image, mask=mask) + + # Use the inverted mask to select the blurred background + inverted_mask = cv2.bitwise_not(mask) + background = cv2.bitwise_and(blurred_image, blurred_image, mask=inverted_mask) + + # Combine the sharp foreground and blurred background + highlighted_image = cv2.add(foreground, background) + + return highlighted_image diff --git a/uv.lock b/uv.lock index b392bd9..8bdfbf6 100644 --- a/uv.lock +++ b/uv.lock @@ -1,27 +1,36 @@ version = 1 requires-python = ">=3.13" +resolution-markers = [ + "platform_system == 'Darwin' and python_full_version >= '3.13'", + "platform_machine == 'aarch64' and platform_system == 'Linux' and python_full_version >= '3.13'", + "(platform_machine != 'aarch64' and platform_system != 'Darwin') or (platform_system != 'Darwin' and platform_system != 'Linux')", +] [[package]] name = "abduction-demo" version = "0.1.0" -source = { virtual = "." } +source = { editable = "." } dependencies = [ - { name = "langchain" }, - { name = "langchain-ollama" }, + { name = "langchain", marker = "python_full_version >= '3.13'" }, + { name = "langchain-ollama", marker = "python_full_version >= '3.13'" }, + { name = "numpy", marker = "python_full_version >= '3.13'" }, + { name = "opencv-python", marker = "python_full_version >= '3.13'" }, ] [package.dev-dependencies] dev = [ - { name = "pyright" }, - { name = "pytest" }, - { name = "ruff" }, - { name = "ty" }, + { name = "pyright", marker = "python_full_version >= '3.13'" }, + { name = "pytest", marker = "python_full_version >= '3.13'" }, + { name = "ruff", marker = "python_full_version >= '3.13'" }, + { name = "ty", marker = "python_full_version >= '3.13'" }, ] [package.metadata] requires-dist = [ { name = 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