diff --git a/.gitignore b/.gitignore
index 0020ddc..8f55f40 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,4 +2,7 @@ images/processed
 images/processed_backup
 images/background_removed
 images/unprocessed
+images/liveries_background_removed
+images/liveries_unprocessed
+images/liveries_processed
 node_modules
\ No newline at end of file
diff --git a/process-images.ts b/process-images.ts
index b9dce5f..58b51ac 100644
--- a/process-images.ts
+++ b/process-images.ts
@@ -5,9 +5,35 @@ const inputDirectory = "images/unprocessed";
 const outputDirectory = "images/processed";
 const backgroundRemovedDirectory = "images/background_removed";
 const watermarkImage = "images/Watermark.png";
+
+const liveryInputDirectory = "images/liveries_unprocessed"
+const liveryOutputDirectory = "images/liveries_processed"
+const liveryBackgroundRemovedDirectory = "images/liveries_background_removed"
+
+
 import Replicate from "replicate";
 import sharp from "sharp";
 
+const convertToPng = async () => {
+    const pngFiles = fs
+        .readdirSync(outputDirectory)
+        .filter((file) => file.toLowerCase().endsWith(".png"));
+
+    for (const file of pngFiles) {
+        const filePath = path.join(outputDirectory, file);
+        const fileBuffer = fs.readFileSync(filePath);
+        const metadata = await sharp(fileBuffer).metadata();
+
+        if (metadata.format !== 'png') {
+            console.log(`Converting to PNG: ${filePath}`);
+            const pngData = await sharp(fileBuffer).png().toBuffer();
+            fs.writeFileSync(filePath, pngData);
+            console.log(`Converted: ${filePath}`);
+        }
+    }
+};
+
+
 const removeWatermark = async () => {
     const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN });
 
@@ -23,24 +49,9 @@ const removeWatermark = async () => {
         const filePath = path.join(inputDirectory, file);
         const outputPath = path.join(outputDirectory, file);
 
-        // Ensure the output directory exists before every write
         fs.mkdirSync(path.dirname(outputPath), { recursive: true });
 
         if (fs.existsSync(outputPath)) {
-            const fileBuffer = fs.readFileSync(outputPath);
-            const metadata = await sharp(fileBuffer).metadata();
-
-            if (metadata.format !== 'png') {
-                console.log(`About to write to: ${outputPath}`);
-                console.log(`Dir exists: ${fs.existsSync(path.dirname(outputPath))}`);
-                console.log(`Dir writable:`, (() => { try { fs.accessSync(path.dirname(outputPath), fs.constants.W_OK); return true; } catch { return false; } })());
-                console.log(`File writable:`, (() => { try { fs.accessSync(outputPath, fs.constants.W_OK); return true; } catch { return false; } })());
-                const pngData = await sharp(fileBuffer).png().toBuffer();
-                console.log(`PNG buffer size: ${pngData.length}`);
-                fs.writeFileSync(outputPath, pngData);
-                console.log(`Write succeeded`);
-            }
-
             continue;
         }
 
@@ -104,9 +115,71 @@ const removeBackground = async () => {
     }
 };
 
+const generateLiveries = async () => {
+    const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN });
+
+    const prompt = "Generate a 2D, side-view digital technical illustration of the identical plane pictured - with no wheels (MAKE SURE TO REMOVE ANY WHEELS). (correct the perspective of the plane so it is side view) (in Norebbo's style, preserving the livery markings exactly), with a plain white background (no shadows) and with some mild lighting and sheen effects, correcting perspective if the plane is not side-on. Make sure to remove any wheels if they are visible. DO NOT ADD ANYTHING TO THE LIVERY THAT IS NOT IN THE ORIGINAL PHOTO";
+
+    fs.mkdirSync(liveryOutputDirectory, { recursive: true });
+
+    const imageFiles = fs
+        .readdirSync(liveryInputDirectory)
+        .filter((file) => /\.(png|jpg|jpeg|webp)$/i.test(file));
+
+    for (const file of imageFiles) {
+        const filePath = path.join(liveryInputDirectory, file);
+        const ext = path.extname(file).toLowerCase();
+        const outputFile = ext !== ".png" ? file.replace(/\.[^.]+$/, ".png") : file;
+        const outputPath = path.join(liveryOutputDirectory, outputFile);
+
+        if (fs.existsSync(outputPath)) {
+            continue;
+        }
+
+        console.log(`Processing: ${filePath}`);
+
+        const mimeType = ext === ".jpg" || ext === ".jpeg" ? "image/jpeg"
+            : ext === ".webp" ? "image/webp"
+                : "image/png";
+
+        const fileBuffer = fs.readFileSync(filePath);
+        const blob = new Blob([fileBuffer], { type: mimeType });
+        const uploadedFile = await replicate.files.create(blob, {
+            filename: file,
+            contentType: mimeType,
+        });
+
+        console.log(`Uploaded: ${uploadedFile.urls.get}`);
+
+        const output = await replicate.run("google/gemini-2.5-flash-image", {
+            input: {
+                prompt,
+                image_input: [uploadedFile.urls.get],
+                aspect_ratio: "16:9",
+                output_format: "png",
+            },
+        }) as ReadableStream;
+
+        const reader = output.getReader();
+        const chunks: Uint8Array[] = [];
+        while (true) {
+            const { done, value } = await reader.read();
+            if (done) break;
+            chunks.push(value);
+        }
+        const resultBuffer = Buffer.concat(chunks.map(c => Buffer.from(c)));
+        fs.writeFileSync(outputPath, resultBuffer);
+
+        console.log(`Saved: ${outputPath}`);
+    }
+};
+
+
 const commands: Record<string, () => Promise<void>> = {
     removeWatermark,
     removeBackground,
+    convertToPng,
+    generateLiveries,
 };
 
 const command = process.argv[2];