update to use the flux panorama lora

package-lock.json

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@@ -883,17 +874,6 @@
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@@ -908,22 +888,6 @@
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@@ -2545,6 +2471,14 @@
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@@ -2956,11 +2890,12 @@
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@@ -4657,6 +4514,28 @@
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     "node_modules/globals": {
       "version": "13.24.0",
       "resolved": "https://registry.npmjs.org/globals/-/globals-13.24.0.tgz",
@@ -4671,17 +4550,6 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
-    "node_modules/globals/node_modules/type-fest": {
-      "version": "0.20.2",
-      "resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.20.2.tgz",
-      "integrity": "sha512-Ne+eE4r0/iWnpAxD852z3A+N0Bt5RN//NjJwRd2VFHEmrywxf5vsZlh4R6lixl6B+wz/8d+maTSAkN1FIkI3LQ==",
-      "engines": {
-        "node": ">=10"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/sindresorhus"
-      }
-    },
     "node_modules/globalthis": {
       "version": "1.0.4",
       "resolved": "https://registry.npmjs.org/globalthis/-/globalthis-1.0.4.tgz",
@@ -5281,12 +5149,15 @@
       }
     },
     "node_modules/jackspeak": {
-      "version": "3.4.3",
-      "resolved": "https://registry.npmjs.org/jackspeak/-/jackspeak-3.4.3.tgz",
-      "integrity": "sha512-OGlZQpz2yfahA/Rd1Y8Cd9SIEsqvXkLVoSw/cgwhnhFMDbsQFeZYoJJ7bIZBS9BcamUW96asq/npPWugM+RQBw==",
+      "version": "2.3.6",
+      "resolved": "https://registry.npmjs.org/jackspeak/-/jackspeak-2.3.6.tgz",
+      "integrity": "sha512-N3yCS/NegsOBokc8GAdM8UcmfsKiSS8cipheD/nivzr700H+nsMOxJjQnvwOcRYVuFkdH0wGUvW2WbXGmrZGbQ==",
       "dependencies": {
         "@isaacs/cliui": "^8.0.2"
       },
+      "engines": {
+        "node": ">=14"
+      },
       "funding": {
         "url": "https://github.com/sponsors/isaacs"
       },
@@ -5476,17 +5347,14 @@
       }
     },
     "node_modules/minimatch": {
-      "version": "9.0.5",
-      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.5.tgz",
-      "integrity": "sha512-G6T0ZX48xgozx7587koeX9Ys2NYy6Gmv//P89sEte9V9whIapMNF4idKxnW2QtCcLiTWlb/wfCabAtAFWhhBow==",
+      "version": "3.1.2",
+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
+      "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==",
       "dependencies": {
-        "brace-expansion": "^2.0.1"
+        "brace-expansion": "^1.1.7"
       },
       "engines": {
-        "node": ">=16 || 14 >=14.17"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/isaacs"
+        "node": "*"
       }
     },
     "node_modules/minimist": {
@@ -5557,6 +5425,17 @@
       "resolved": "https://registry.npmjs.org/@types/cookie/-/cookie-0.6.0.tgz",
       "integrity": "sha512-4Kh9a6B2bQciAhf7FSuMRRkUWecJgJu9nPnx3yzpsfXX/c50REIqpHY4C82bXP90qrLtXtkDxTZosYO3UpOwlA=="
     },
+    "node_modules/msw/node_modules/type-fest": {
+      "version": "4.24.0",
+      "resolved": "https://registry.npmjs.org/type-fest/-/type-fest-4.24.0.tgz",
+      "integrity": "sha512-spAaHzc6qre0TlZQQ2aA/nGMe+2Z/wyGk5Z+Ru2VUfdNwT6kWO6TjevOlpebsATEG1EIQ2sOiDszud3lO5mt/Q==",
+      "engines": {
+        "node": ">=16"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
     "node_modules/mute-stream": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/mute-stream/-/mute-stream-1.0.0.tgz",
@@ -5887,11 +5766,6 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
-    "node_modules/package-json-from-dist": {
-      "version": "1.0.0",
-      "resolved": "https://registry.npmjs.org/package-json-from-dist/-/package-json-from-dist-1.0.0.tgz",
-      "integrity": "sha512-dATvCeZN/8wQsGywez1mzHtTlP22H8OEfPrVMLNr4/eGa+ijtLn/6M5f0dY8UKNrC2O9UCU6SSoG3qRKnt7STw=="
-    },
     "node_modules/parent-module": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/parent-module/-/parent-module-1.0.1.tgz",
@@ -6588,15 +6462,6 @@
         "url": "https://github.com/sponsors/isaacs"
       }
     },
-    "node_modules/rimraf/node_modules/brace-expansion": {
-      "version": "1.1.11",
-      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
-      "integrity": "sha512-iCuPHDFgrHX7H2vEI/5xpz07zSHB00TpugqhmYtVmMO6518mCuRMoOYFldEBl0g187ufozdaHgWKcYFb61qGiA==",
-      "dependencies": {
-        "balanced-match": "^1.0.0",
-        "concat-map": "0.0.1"
-      }
-    },
     "node_modules/rimraf/node_modules/glob": {
       "version": "7.2.3",
       "resolved": "https://registry.npmjs.org/glob/-/glob-7.2.3.tgz",
@@ -6617,17 +6482,6 @@
         "url": "https://github.com/sponsors/isaacs"
       }
     },
-    "node_modules/rimraf/node_modules/minimatch": {
-      "version": "3.1.2",
-      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
-      "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==",
-      "dependencies": {
-        "brace-expansion": "^1.1.7"
-      },
-      "engines": {
-        "node": "*"
-      }
-    },
     "node_modules/run-parallel": {
       "version": "1.2.0",
       "resolved": "https://registry.npmjs.org/run-parallel/-/run-parallel-1.2.0.tgz",
@@ -7419,11 +7273,11 @@
       }
     },
     "node_modules/type-fest": {
-      "version": "4.24.0",
-      "resolved": "https://registry.npmjs.org/type-fest/-/type-fest-4.24.0.tgz",
-      "integrity": "sha512-spAaHzc6qre0TlZQQ2aA/nGMe+2Z/wyGk5Z+Ru2VUfdNwT6kWO6TjevOlpebsATEG1EIQ2sOiDszud3lO5mt/Q==",
+      "version": "0.20.2",
+      "resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.20.2.tgz",
+      "integrity": "sha512-Ne+eE4r0/iWnpAxD852z3A+N0Bt5RN//NjJwRd2VFHEmrywxf5vsZlh4R6lixl6B+wz/8d+maTSAkN1FIkI3LQ==",
       "engines": {
-        "node": ">=16"
+        "node": ">=10"
       },
       "funding": {
         "url": "https://github.com/sponsors/sindresorhus"
@@ -7525,9 +7379,9 @@
       }
     },
     "node_modules/undici-types": {
-      "version": "6.13.0",
-      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.13.0.tgz",
-      "integrity": "sha512-xtFJHudx8S2DSoujjMd1WeWvn7KKWFRESZTMeL1RptAYERu29D6jphMjjY+vn96jvN3kVPDNxU/E13VTaXj6jg=="
+      "version": "6.18.2",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.18.2.tgz",
+      "integrity": "sha512-5ruQbENj95yDYJNS3TvcaxPMshV7aizdv/hWYjGIKoANWKjhWNBsr2YEuYZKodQulB1b8l7ILOuDQep3afowQQ=="
     },
     "node_modules/universalify": {
       "version": "0.2.0",
@@ -7752,16 +7606,19 @@
       }
     },
     "node_modules/wrap-ansi": {
-      "version": "6.2.0",
-      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-6.2.0.tgz",
-      "integrity": "sha512-r6lPcBGxZXlIcymEu7InxDMhdW0KDxpLgoFLcguasxCaJ/SOIZwINatK9KY/tf+ZrlywOKU0UDj3ATXUBfxJXA==",
+      "version": "8.1.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-8.1.0.tgz",
+      "integrity": "sha512-si7QWI6zUMq56bESFvagtmzMdGOtoxfR+Sez11Mobfc7tm+VkUckk9bW2UeffTGVUbOksxmSw0AA2gs8g71NCQ==",
       "dependencies": {
-        "ansi-styles": "^4.0.0",
-        "string-width": "^4.1.0",
-        "strip-ansi": "^6.0.0"
+        "ansi-styles": "^6.1.0",
+        "string-width": "^5.0.1",
+        "strip-ansi": "^7.0.1"
       },
       "engines": {
-        "node": ">=8"
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
       }
     },
     "node_modules/wrap-ansi-cjs": {
@@ -7799,22 +7656,40 @@
         "node": ">=8"
       }
     },
-    "node_modules/wrap-ansi/node_modules/emoji-regex": {
-      "version": "8.0.0",
-      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
-      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A=="
+    "node_modules/wrap-ansi/node_modules/ansi-regex": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-6.0.1.tgz",
+      "integrity": "sha512-n5M855fKb2SsfMIiFFoVrABHJC8QtHwVx+mHWP3QcEqBHYienj5dHSgjbxtC0WEZXYt4wcD6zrQElDPhFuZgfA==",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-regex?sponsor=1"
+      }
     },
-    "node_modules/wrap-ansi/node_modules/string-width": {
-      "version": "4.2.3",
-      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
-      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+    "node_modules/wrap-ansi/node_modules/ansi-styles": {
+      "version": "6.2.1",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-6.2.1.tgz",
+      "integrity": "sha512-bN798gFfQX+viw3R7yrGWRqnrN2oRkEkUjjl4JNn4E8GxxbjtG3FbrEIIY3l8/hrwUwIeCZvi4QuOTP4MErVug==",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi/node_modules/strip-ansi": {
+      "version": "7.1.0",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-7.1.0.tgz",
+      "integrity": "sha512-iq6eVVI64nQQTRYq2KtEg2d2uU7LElhTJwsH4YzIHZshxlgZms/wIc4VoDQTlG/IvVIrBKG06CrZnp0qv7hkcQ==",
       "dependencies": {
-        "emoji-regex": "^8.0.0",
-        "is-fullwidth-code-point": "^3.0.0",
-        "strip-ansi": "^6.0.1"
+        "ansi-regex": "^6.0.1"
       },
       "engines": {
-        "node": ">=8"
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/strip-ansi?sponsor=1"
       }
     },
     "node_modules/wrappy": {

src/app/engine/getPanoramaFlux.ts

@@ -6,8 +6,12 @@ import { filterOutBadWords } from "./censorship"
 
 export async function getPanoramaFlux({
   prompt,
+  width,
+  height,
 }: {
   prompt: string
+  width: number
+  height: number
 }): Promise<string> {
   if (!prompt) {
     console.error(`cannot call the rendering API without a prompt, aborting..`)
@@ -15,10 +19,10 @@ export async function getPanoramaFlux({
   }
 
   prompt = [
-    `hdri view`,
+    `HDRI panoramic view of TOK`,
+    filterOutBadWords(prompt),
     `highly detailed`,
     `intricate details`,
-    filterOutBadWords(prompt)
   ].join(', ')
 
 
@@ -29,12 +33,11 @@ export async function getPanoramaFlux({
   )
     
   const blob: Blob = await hf.textToImage({
-    model: "<put a 360° flux model here>",
+    model: "jbilcke-hf/flux-dev-panorama-lora-2",
     inputs: prompt,
     parameters: {
-      height: 1024,
-      width: 2048,
-  
+      width,
+      height,
       // this triggers the following exception:
       // Error: __call__() got an unexpected keyword argument 'negative_prompt'
       // negative_prompt: request.prompts.image.negative || '',

src/app/generate/page.tsx

@@ -9,9 +9,10 @@ import { fonts } from "@/lib/fonts"
 import { useStore } from "../store"
 import { BottomBar } from "../interface/bottom-bar"
 import { SphericalImage } from "../interface/spherical-image"
-import { getPanoramaSDXL } from "../engine/getPanoramaSDXL"
+import { getPanoramaFlux } from "../engine/getPanoramaFlux"
 import { getPost } from "../engine/community"
 import { useSearchParams } from "next/navigation"
+import { fuseEdges } from "@/lib/fuseEdges"
 
 function PageContent() {
   const searchParams = useSearchParams()
@@ -36,7 +37,21 @@ function PageContent() {
 
     startTransition(async () => {
       try {
-        const assetUrl = await getPanoramaSDXL({ prompt })
+
+        //width: 2048,
+         //height: 1024,
+        const width = 1600
+        const height = 640
+  
+        const rawAssetUrl = await getPanoramaFlux({ prompt, width, height })
+
+        const assetUrl = await fuseEdges({
+          base64DataUriInput: rawAssetUrl,
+          inputWidth: width,
+          inputHeight: height,
+          outputWidth: width - 32
+        })
+
         if (assetUrl) {
           setAssetUrl(assetUrl)
           setLoading(false)

src/lib/fuseEdges.ts

@@ -0,0 +1,86 @@
+export async function fuseEdges({
+  base64DataUriInput,
+  inputWidth,
+  inputHeight,
+  outputWidth
+}: {
+  base64DataUriInput: string;
+  inputWidth: number;
+  inputHeight: number;
+  outputWidth: number;
+}): Promise<string> {
+  return new Promise((resolve, reject) => {
+    const img1 = new Image();
+    const img2 = new Image();
+    
+    img1.onload = () => {
+      img2.src = base64DataUriInput; // Load the same image for the second edge
+      img2.onload = () => {
+        const transitionWidth = inputWidth - outputWidth;
+        const canvas = document.createElement('canvas');
+        canvas.width = outputWidth;
+        canvas.height = inputHeight;
+        const ctx = canvas.getContext('2d', { willReadFrequently: true });
+
+        if (!ctx) {
+          reject(new Error('Unable to get 2D context'));
+          return;
+        }
+
+        // Draw the right part of the first image onto the canvas
+        ctx.drawImage(img1, transitionWidth, 0, outputWidth, inputHeight, 0, 0, outputWidth, inputHeight);
+
+        // Get the image data for the output
+        const outputImageData = ctx.getImageData(0, 0, outputWidth, inputHeight);
+        const outputData = outputImageData.data;
+        
+        // Draw the left part of the second image
+        ctx.drawImage(img2, 0, 0, transitionWidth, inputHeight, outputWidth - transitionWidth, 0, transitionWidth, inputHeight);
+
+        // Get the left edge image data from the second image
+        const leftEdgeImageData = ctx.getImageData(outputWidth - transitionWidth, 0, transitionWidth, inputHeight);
+        const leftEdgeData = leftEdgeImageData.data;
+
+        // Helper function for smoothstep
+        const smoothstep = (edge0: number, edge1: number, x: number): number => {
+          const t = Math.max(0, Math.min(1, (x - edge0) / (edge1 - edge0)));
+          return t * t * (3 - 2 * t);
+        };
+
+        // Blend the edges
+        for (let y = 0; y < inputHeight; y++) {
+          for (let x = 0; x < transitionWidth; x++) {
+            const outputIndex = (y * outputWidth + (outputWidth - transitionWidth + x)) * 4;
+            const leftEdgeIndex = (y * transitionWidth + x) * 4;
+
+            const blendFactor = smoothstep(0, transitionWidth - 1, x);
+
+            for (let i = 0; i < 4; i++) {
+              const outputPixel = outputData[outputIndex + i];
+              const leftEdgePixel = leftEdgeData[leftEdgeIndex + i];
+              
+              outputData[outputIndex + i] = Math.round(outputPixel * (1 - blendFactor) + leftEdgePixel * blendFactor);
+            }
+          }
+        }
+
+        // Put the modified image data back to the canvas
+        ctx.putImageData(outputImageData, 0, 0);
+
+        // Convert canvas to base64 data URI
+        const resultDataUri = canvas.toDataURL('image/jpeg');
+        resolve(resultDataUri);
+      };
+
+      img2.onerror = () => {
+        reject(new Error('Failed to load second image'));
+      };
+    };
+
+    img1.onerror = () => {
+      reject(new Error('Failed to load image'));
+    };
+
+    img1.src = base64DataUriInput; // Start loading the first image
+  });
+}