From 6e63ed30bb3d9c347e344241e786b935e4302853 Mon Sep 17 00:00:00 2001 From: Yao Chi Date: Wed, 31 Jul 2024 18:48:25 +0800 Subject: [PATCH] add auraSR node (#63) * add auraSR node * refine * add exception catch * add docs * refine * refine docs * add news --- README.md | 1 + docs/docs/ksampler/introduce.md | 0 docs/docs/others/imgs/super-resolution.png | Bin 0 -> 1370808 bytes docs/docs/others/index.md | 6 + ...ir_showcase_realistic_superresolution.json | 169 ++++++++++++++++++ image_utils.py | 11 +- js/deprecated.js | 23 +++ js/set_api_key.js | 6 - showcase.py | 4 + supernode.py | 75 +++++++- 10 files changed, 283 insertions(+), 12 deletions(-) create mode 100644 docs/docs/ksampler/introduce.md create mode 100644 docs/docs/others/imgs/super-resolution.png create mode 100644 examples/bizyair_showcase_realistic_superresolution.json create mode 100644 js/deprecated.js diff --git a/README.md b/README.md index 51fabad7..be31000f 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,6 @@ # BizyAir +- [2024/07/31] 🌩️ The super-resolution node has been released, capable of enlarging images four times their original size. [BizyAir Photorealistic Image Super Resolution](https://siliconflow.github.io/BizyAir/others/index.html#bizyair-photorealistic-image-super-resolution) - [2024/07/25] 🌩️ Users can load BizyAir workflow examples directly by clicking the "☁️BizyAir Workflow Examples" button. [Example GIF](./docs/docs/getting-started/imgs/run-bizyair-examples.gif) - [2024/07/23] 🌩️ [BizyAir ChatGLM3 Text Encode](./examples/bizyair_showcase_run_with_local_nodes.json) node is released. - [2024/07/16] 🌩️ [BizyAir Controlnet Union SDXL 1.0](https://siliconflow.github.io/BizyAir/controlnet-union/introduce.html) node is released. diff --git a/docs/docs/ksampler/introduce.md b/docs/docs/ksampler/introduce.md new file mode 100644 index 00000000..e69de29b diff --git a/docs/docs/others/imgs/super-resolution.png b/docs/docs/others/imgs/super-resolution.png new file mode 100644 index 0000000000000000000000000000000000000000..16afd9ca4ee49e518e6fda7722dd7e2db8f9de35 GIT binary patch literal 1370808 zcmdSB2{e`8+cz%hia`AEta`18SvcNgPE8P5S+LYa5{2#uFFV+ zU!kePg}B|o6fCVREDfw}O`z$!z!ku~XrK?%7+P4<+-JD=?=`r&u^g-s419P~NfT$M z>n7IM?W}e0-#cC;kANTxF9-kMi{u82)iyELH*f^z{qNc8Z(AH23#{aCW62np z8(8bw8pxX%8QYqhm>d1=A-p{Nz(e@{Wjt=a18Z?{{6}*E4>)#(|NW(NvT*+&TKxZF 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+![](./imgs/super-resolution.png) + ## ☁️BizyAir Anime Image Super Resolution This node helps you enhance the resolution of your input cartoon images. You can choose to upscale them by 2x or 4x. diff --git a/examples/bizyair_showcase_realistic_superresolution.json b/examples/bizyair_showcase_realistic_superresolution.json new file mode 100644 index 00000000..866daf8e --- /dev/null +++ b/examples/bizyair_showcase_realistic_superresolution.json @@ -0,0 +1,169 @@ +{ + "last_node_id": 4, + "last_link_id": 3, + "nodes": [ + { + "id": 4, + "type": "PreviewImage", + "pos": [ + 895, + 225 + ], + "size": { + "0": 794.525390625, + "1": 737.365966796875 + }, + "flags": {}, + "order": 2, + "mode": 0, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 3 + } + ], + "properties": { + "Node name for S&R": "PreviewImage" + } + }, + { + "id": 1, + "type": "BizyAirGenerateLightningImage", + "pos": [ + 547, + 226 + ], + "size": { + "0": 336, + "1": 220 + }, + "flags": {}, + "order": 0, + "mode": 0, + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 1, + 3 + ], + "shape": 3, + "slot_index": 0 + } + ], + "properties": { + "Node name for S&R": "BizyAirGenerateLightningImage" + }, + "widgets_values": [ + "a dog", + 5, + "fixed", + 512, + 512, + 1.5, + 1 + ] + }, + { + "id": 2, + "type": "BizyAirAuraSR", + "pos": [ + 489, + 507 + ], + "size": [ + 394.79998779296875, + 26 + ], + "flags": {}, + "order": 1, + "mode": 0, + "inputs": [ + { + "name": "image", + "type": "IMAGE", + "link": 1 + } + ], + "outputs": [ + { + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 2 + ], + "shape": 3, + "slot_index": 0 + } + ], + "properties": { + "Node name for S&R": "BizyAirAuraSR" + } + }, + { + "id": 3, + "type": "PreviewImage", + "pos": [ + 1725, + 233 + ], + "size": { + "0": 1438.3111572265625, + "1": 1453.90234375 + }, + "flags": {}, + "order": 3, + "mode": 0, + "inputs": [ + { + "name": "images", + "type": "IMAGE", + "link": 2 + } + ], + "properties": { + "Node name for S&R": "PreviewImage" + } + } + ], + "links": [ + [ + 1, + 1, + 0, + 2, + 0, + "IMAGE" + ], + [ + 2, + 2, + 0, + 3, + 0, + "IMAGE" + ], + [ + 3, + 1, + 0, + 4, + 0, + "IMAGE" + ] + ], + "groups": [], + "config": {}, + "extra": { + "ds": { + "scale": 0.42409761837248505, + "offset": [ + 1360.4125112955187, + 349.01045420727985 + ] + } + }, + "version": 0.4 +} \ No newline at end of file diff --git a/image_utils.py b/image_utils.py index 29b7ae8e..460cebd8 100644 --- a/image_utils.py +++ b/image_utils.py @@ -307,21 +307,22 @@ def decode_comfy_image(img_data: Union[List, str], image_format="png") -> torch. return output -def tensor_to_base64(tensor: torch.Tensor) -> str: +def tensor_to_base64(tensor: torch.Tensor, compress=True) -> str: tensor_np = tensor.cpu().detach().numpy() tensor_bytes = pickle.dumps(tensor_np) - - tensor_bytes = zlib.compress(tensor_bytes) + if compress: + tensor_bytes = zlib.compress(tensor_bytes) tensor_b64 = base64.b64encode(tensor_bytes).decode("utf-8") return tensor_b64 -def base64_to_tensor(tensor_b64: str) -> torch.Tensor: +def base64_to_tensor(tensor_b64: str, compress=True) -> torch.Tensor: tensor_bytes = base64.b64decode(tensor_b64) - tensor_bytes = zlib.decompress(tensor_bytes) + if compress: + tensor_bytes = zlib.decompress(tensor_bytes) tensor_np = pickle.loads(tensor_bytes) diff --git a/js/deprecated.js b/js/deprecated.js new file mode 100644 index 00000000..ad36f420 --- /dev/null +++ b/js/deprecated.js @@ -0,0 +1,23 @@ +import { app } from "../../scripts/app.js"; + + +app.registerExtension({ + name: "bizyair.deprecated.nodes", + + async beforeRegisterNodeDef(nodeType, nodeData, app) { + const warning_msg = { + "BizyAirSetAPIKey": "It will be available until 2024/08/15. Please click \"BizyAir Key\" button to set API key instead.", + //"BizyAirSuperResolution": "It will be available until 2024/08/31. Please use \"☁️BizyAir Image Super Resolution\" node instead.", + } + if (Object.keys(warning_msg).includes(nodeData.name)) { + async function alert_deprecated(node_name, display_name) { + alert(`${display_name}: ${warning_msg[node_name]}`); + } + const onNodeCreated = nodeType.prototype.onNodeCreated; + nodeType.prototype.onNodeCreated = function (message) { + onNodeCreated?.apply(this, arguments); + alert_deprecated.call(this, nodeData.name, nodeData.display_name); + }; + } + }, +}); diff --git a/js/set_api_key.js b/js/set_api_key.js index 30d27b5d..7ca8ca1d 100644 --- a/js/set_api_key.js +++ b/js/set_api_key.js @@ -95,10 +95,4 @@ or you can only use nodes locally.`); }; } }, - - async nodeCreated(node) { - if (node.widgets[0].name === 'API_KEY' && node.widgets[0].value === 'YOUR_API_KEY') { - alert(`The Set API Key node will be deprecated, available until 2024/08/15. Please click "BizyAir Key" button to set API key instead.`); - } - } }); diff --git a/showcase.py b/showcase.py index 397698ec..6fdbc470 100644 --- a/showcase.py +++ b/showcase.py @@ -8,6 +8,10 @@ CURRENT_DIR = os.path.dirname(os.path.abspath(__file__)) SHOW_CASES = [ + { + "title": "Super Resolution", + "file": "bizyair_showcase_realistic_superresolution.json", + }, { "title": "Remove the background from the image", "file": "bizyair_showcase_remove_background.json", diff --git a/supernode.py b/supernode.py index 25553a19..11ac4731 100644 --- a/supernode.py +++ b/supernode.py @@ -1,3 +1,4 @@ +import json import os import uuid @@ -10,6 +11,8 @@ get_api_key, ) +from .image_utils import encode_data, decode_data + BIZYAIR_SERVER_ADDRESS = os.getenv( "BIZYAIR_SERVER_ADDRESS", "https://api.siliconflow.cn" ) @@ -30,7 +33,7 @@ def INPUT_TYPES(s): RETURN_TYPES = ("IMAGE",) FUNCTION = "super_resolution" - CATEGORY = "☁️BizyAir" + CATEGORY = "☁️BizyAir/Super Resolution" def super_resolution(self, image, scale="2x"): API_KEY = get_api_key() @@ -176,12 +179,82 @@ def generate_image(self, prompt, seed, width, height, cfg, batch_size): return (tensors,) +class AuraSR: + API_URL = f"{BIZYAIR_SERVER_ADDRESS}/supernode/aurasr" + + @classmethod + def INPUT_TYPES(s): + return { + "required": { + "image": ("IMAGE",), + } + } + + RETURN_TYPES = ("IMAGE",) + FUNCTION = "super_resolution" + + CATEGORY = "☁️BizyAir/Super Resolution" + + def super_resolution(self, image): + API_KEY = get_api_key() + SIZE_LIMIT = 1536 + device = image.device + _, w, h, c = image.shape + assert ( + w <= SIZE_LIMIT and h <= SIZE_LIMIT + ), f"width and height must be less than {SIZE_LIMIT}x{SIZE_LIMIT}, but got {w} and {h}" + + # support RGB mode only now + image = image[:, :, :, :3] + + payload = { + "is_compress": True, + "image": None, + } + auth = f"Bearer {API_KEY}" + headers = { + "accept": "application/json", + "content-type": "application/json", + "authorization": auth, + } + input_image = encode_data(image) + payload["image"] = input_image + payload["is_compress"] = True + + ret: str = send_post_request(self.API_URL, payload=payload, headers=headers) + ret = json.loads(ret) + + try: + if "result" in ret: + ret = json.loads(ret["result"]) + except Exception as e: + raise Exception(f"Unexpected response: {ret}") + + if ret["status"] == "error": + raise Exception(ret["message"]) + + msg = ret["data"] + if msg["type"] not in ( + "comfyair", + "bizyair", + ): + raise Exception(f"Unexpected response type: {msg}") + + image_b64 = msg["data"]["payload"] + + image = decode_data(image_b64) + image = image.to(device) + return (image,) + + NODE_CLASS_MAPPINGS = { "BizyAirSuperResolution": SuperResolution, "BizyAirRemoveBackground": RemoveBackground, "BizyAirGenerateLightningImage": GenerateLightningImage, + "BizyAirAuraSR": AuraSR, } NODE_DISPLAY_NAME_MAPPINGS = { + "BizyAirAuraSR": "☁️BizyAir Photorealistic Image Super Resolution", "BizyAirSuperResolution": "☁️BizyAir Anime Image Super Resolution", "BizyAirRemoveBackground": "☁️BizyAir Remove Image Background", "BizyAirGenerateLightningImage": "☁️BizyAir Generate Photorealistic Images",