diff --git a/component-library/input/input-xView-clipping.cwl b/component-library/input/input-xView-clipping.cwl
new file mode 100644
index 00000000..7b93293d
--- /dev/null
+++ b/component-library/input/input-xView-clipping.cwl
@@ -0,0 +1,39 @@
+cwlVersion: v1.2
+class: CommandLineTool
+
+baseCommand: "claimed"
+
+inputs:
+ component:
+ type: string
+ default: docker.io/mdorzweiler/claimed-input-xview-clipping:0.1
+ inputBinding:
+ position: 1
+ prefix: --component
+ log_level:
+ type: string
+ default: "INFO"
+ inputBinding:
+ position: 2
+ prefix: --log_level
+ directory_path:
+ type: string
+ default: None
+ inputBinding:
+ position: 3
+ prefix: --directory_path
+ window_size:
+ type: string
+ default: None
+ inputBinding:
+ position: 4
+ prefix: --window_size
+ step_size:
+ type: string
+ default: None
+ inputBinding:
+ position: 5
+ prefix: --step_size
+
+
+outputs: []
diff --git a/component-library/input/input-xView-clipping.ipynb b/component-library/input/input-xView-clipping.ipynb
new file mode 100644
index 00000000..292109c6
--- /dev/null
+++ b/component-library/input/input-xView-clipping.ipynb
@@ -0,0 +1,178 @@
+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "2e8a0fac-adbd-4428-90ea-869aee2b95bf",
+ "metadata": {},
+ "source": [
+ "## Xview Dataset clipping\n",
+ "This is a component designed to clip the dataset provided by xview. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 98,
+ "id": "c0421aaf-4da4-4a66-b626-e8962315afe8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Requirement already satisfied: Pillow in /Users/maxdorzweiler/anaconda3/lib/python3.11/site-packages (9.4.0)\n"
+ ]
+ }
+ ],
+ "source": [
+ "!pip install Pillow"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 96,
+ "id": "0b7ad533-dabc-488e-bf65-59a54a85f3f9",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "import os\n",
+ "from PIL import Image\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 90,
+ "id": "c8df047b-6167-43f1-9a31-d836580180ac",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "#directory_path is the path to the folder with the unzipped .tif images from xview dataset \n",
+ "directory_path = os.environ.get(\"directory_path\")\n",
+ "\n",
+ "#Each image is cropped using a square window with edge_length window_size which has to be given in number of pixels \n",
+ "window_size = os.environ.get(\"window_size\")\n",
+ "\n",
+ "#step_size is the length in pixels the sliding window is moved after each step\n",
+ "#For tumbling window step_size must equal window_size\n",
+ "step_size = os.environ.get(\"step_size\")\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 91,
+ "id": "8ed74228-937d-4d5d-b6d9-97026af3eb50",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "def clear_directory(directory):\n",
+ " for item in os.listdir(directory):\n",
+ " item_path = os.path.join(directory, item)\n",
+ " # Check if the item is a file\n",
+ " if os.path.isfile(item_path):\n",
+ " # If it's a file, remove it\n",
+ " os.remove(item_path)\n",
+ " # If it's a directory, recursively clear it\n",
+ " elif os.path.isdir(item_path):\n",
+ " clear_directory(item_path)\n",
+ " os.rmdir(item_path)\n",
+ " "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 92,
+ "id": "d6e89f94-490a-4c1a-80cd-f2ab30adb374",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "def sliding_window(directory_path, window_size, step_size):\n",
+ " \n",
+ " parent_dir = os.path.dirname(directory_path)\n",
+ "\n",
+ " clipped = os.path.join(parent_dir, \"clipped\")\n",
+ " if os.path.isdir(clipped):\n",
+ " clear_directory(clipped)\n",
+ " else: \n",
+ " os.makedirs(clipped)\n",
+ " \n",
+ " \n",
+ " for item in os.listdir(directory_path):\n",
+ " if item == \".DS_Store\":\n",
+ " continue\n",
+ " item_path = os.path.join(directory_path, item)\n",
+ " clipped_item = os.path.join(clipped, item)\n",
+ " os.makedirs(clipped_item)\n",
+ " \n",
+ " image = Image.open(item_path)\n",
+ " width, height = image.size\n",
+ " \n",
+ " x_range = [0]\n",
+ " while(x_range[-1] + step_size + window_size < width):\n",
+ " x_range += [x_range[-1] + step_size]\n",
+ " \n",
+ " y_range = [0]\n",
+ " while(y_range[-1] + step_size + window_size < height):\n",
+ " y_range += [y_range[-1] + step_size]\n",
+ " \n",
+ " counter = 0\n",
+ " for x in x_range:\n",
+ " for y in y_range:\n",
+ " cropped = image.crop((x,y, x+window_size, y+window_size))\n",
+ "\n",
+ " file_name = \"{}\".format(y)\n",
+ " file_name += \"_{}\".format(x) + \".tif\"\n",
+ " path = os.path.join(clipped_item, file_name)\n",
+ "\n",
+ " cropped.save(path)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 93,
+ "id": "ce60bf47-7235-43a1-a4f7-5b81080d617d",
+ "metadata": {},
+ "outputs": [
+ {
+ "ename": "TypeError",
+ "evalue": "expected str, bytes or os.PathLike object, not NoneType",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[93], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m sliding_window(directory_path, window_size, step_size)\n",
+ "Cell \u001b[0;32mIn[92], line 3\u001b[0m, in \u001b[0;36msliding_window\u001b[0;34m(directory_path, window_size, step_size)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21msliding_window\u001b[39m(directory_path, window_size, step_size):\n\u001b[0;32m----> 3\u001b[0m parent_dir \u001b[38;5;241m=\u001b[39m os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mdirname(directory_path)\n\u001b[1;32m 5\u001b[0m clipped \u001b[38;5;241m=\u001b[39m os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(parent_dir, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mclipped\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 6\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39misdir(clipped):\n",
+ "File \u001b[0;32m<frozen posixpath>:152\u001b[0m, in \u001b[0;36mdirname\u001b[0;34m(p)\u001b[0m\n",
+ "\u001b[0;31mTypeError\u001b[0m: expected str, bytes or os.PathLike object, not NoneType"
+ ]
+ }
+ ],
+ "source": [
+ "sliding_window(directory_path, window_size, step_size)"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3 (ipykernel)",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.9"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/component-library/input/input-xView-clipping.job.yaml b/component-library/input/input-xView-clipping.job.yaml
new file mode 100644
index 00000000..65cef74e
--- /dev/null
+++ b/component-library/input/input-xView-clipping.job.yaml
@@ -0,0 +1,24 @@
+apiVersion: batch/v1
+kind: Job
+metadata:
+ name: input-xview-clipping
+spec:
+ template:
+ spec:
+ containers:
+ - name: input-xview-clipping
+ image: docker.io/mdorzweiler/claimed-input-xview-clipping:0.1
+ workingDir: /opt/app-root/src/
+ command: ["/opt/app-root/bin/ipython","claimed_input-xView-clipping.ipynb"]
+ env:
+ - name: log_level
+ value: value_of_log_level
+ - name: directory_path
+ value: value_of_directory_path
+ - name: window_size
+ value: value_of_window_size
+ - name: step_size
+ value: value_of_step_size
+ restartPolicy: OnFailure
+ imagePullSecrets:
+ - name: image_pull_secret
\ No newline at end of file
diff --git a/component-library/input/input-xView-clipping.yaml b/component-library/input/input-xView-clipping.yaml
new file mode 100644
index 00000000..0b560889
--- /dev/null
+++ b/component-library/input/input-xView-clipping.yaml
@@ -0,0 +1,25 @@
+name: input-xview-clipping
+description: "## Xview Dataset clipping – CLAIMED V0.1"
+
+inputs:
+- {name: log_level, type: String, description: "update log level", default: "INFO"}
+- {name: directory_path, type: String, description: "directory_path is the path to the folder with the unzipped .tif images from xview dataset"}
+- {name: window_size, type: String, description: "Each image is cropped using a square window with edge_length window_size which has to be given in number of pixels"}
+- {name: step_size, type: String, description: "For tumbling window step_size must equal window_size"}
+
+
+outputs:
+
+
+implementation:
+ container:
+ image: docker.io/mdorzweiler/claimed-input-xview-clipping:0.1
+ command:
+ - sh
+ - -ec
+ - |
+ ipython ./claimed_input-xView-clipping.ipynb log_level="${0}" directory_path="${1}" window_size="${2}" step_size="${3}"
+ - {inputValue: log_level}
+ - {inputValue: directory_path}
+ - {inputValue: window_size}
+ - {inputValue: step_size}