├── .gitignore ├── LICENSE ├── README.md ├── app.py ├── clipdraw-interactive-sea-monster.png ├── requirements.txt ├── static ├── index.js └── loading.svg ├── templates ├── index.html └── index.js └── vercel.json /.gitignore: -------------------------------------------------------------------------------- 1 | .log 2 | .vercel 3 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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-------------------------------------------------------------------------------- 1 | # Interactive CLIPDraw 2 | 3 | ![logo](clipdraw-interactive-sea-monster.png) 4 | 5 | Interactive version of [CLIPDraw](https://replicate.com/kvfrans/clipdraw), running on https://interactive-clip-draw.vercel.app/ 6 | 7 | ## Install dependencies 8 | 9 | ### venv 10 | 11 | ```sh 12 | python3 -m venv .venv 13 | source .venv/bin/activate 14 | pip install -r requirements.txt 15 | ``` 16 | 17 | ### conda 18 | 19 | ```sh 20 | conda create -n clipdraw 21 | conda activate clipdraw 22 | pip install -r requirements.txt 23 | ``` 24 | 25 | ## Run locally 26 | 27 | ```sh 28 | export REPLICATE_API_TOKEN= 29 | python app.py 30 | ``` 31 | 32 | Open https://localhost:5000. 33 | 34 | ## Deploy 35 | 36 | Interactive CLIPDraw is deployed on [Vercel](https://vercel.com). 37 | 38 | To deploy your own version: 39 | * Create an account on Vercel 40 | * Install the [Vercel CLI](https://vercel.com/docs/cli) 41 | * `vercel login` 42 | * `vercel --prod` 43 | -------------------------------------------------------------------------------- /app.py: -------------------------------------------------------------------------------- 1 | import json 2 | import replicate 3 | from flask import ( 4 | Flask, 5 | jsonify, 6 | render_template, 7 | send_from_directory, 8 | request, 9 | ) 10 | 11 | app = Flask(__name__) 12 | 13 | 14 | @app.route("/") 15 | def index(): 16 | return render_template("index.html") 17 | 18 | 19 | @app.route("/api/predict", methods=["POST"]) 20 | def predict(): 21 | body = request.get_json() 22 | prompt = body["prompt"] 23 | starting_paths = body.get("starting_paths", "") 24 | starting_paths = hack_ints_to_floats(starting_paths) 25 | 26 | model = replicate.models.get("evilstreak/clipdraw-interactive") 27 | version = model.versions.get( 28 | "8feca8c65270d6ea1b30080a5dc31382afc8316c895299add625ff97a789554c" 29 | ) 30 | 31 | prediction = replicate.predictions.create( 32 | version=version, 33 | input={ 34 | "prompt": prompt, 35 | "num_iterations": 20, 36 | "num_paths": 64, 37 | "starting_paths": starting_paths, 38 | }, 39 | ) 40 | 41 | return jsonify({"prediction_id": prediction.id}) 42 | 43 | 44 | @app.route("/api/predictions/", methods=["GET"]) 45 | def get_prediction(prediction_id): 46 | prediction = replicate.predictions.get(prediction_id) 47 | output = None 48 | if prediction.output: 49 | output = json.loads(prediction.output) 50 | return jsonify({"output": output, "status": prediction.status}) 51 | 52 | 53 | @app.route("/static/") 54 | def send_static(path): 55 | return send_from_directory("static", path) 56 | 57 | 58 | def hack_ints_to_floats(starting_paths): 59 | if starting_paths: 60 | # hack json to all be floating points. 61 | # TODO: this should happen in the model itself 62 | for path in starting_paths: 63 | if path["stroke_width"] == int(path["stroke_width"]): 64 | path["stroke_width"] += 0.00001 65 | for i, color in enumerate(path["stroke_color"]): 66 | if color == int(color): 67 | path["stroke_color"][i] += 0.00001 68 | for i, point in enumerate(path["points"]): 69 | for j, p in enumerate(point): 70 | if p == int(p): 71 | path["points"][i][j] += 0.00001 72 | 73 | return json.dumps(starting_paths) 74 | 75 | 76 | if __name__ == "__main__": 77 | app.run(debug=True) 78 | -------------------------------------------------------------------------------- /clipdraw-interactive-sea-monster.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/replicate/clipdraw-interactive/3e6fb8cdbfb4f942d59a6b8980cb8c4c50fa5919/clipdraw-interactive-sea-monster.png -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | flask 2 | requests 3 | replicate 4 | packaging 5 | -------------------------------------------------------------------------------- /static/index.js: -------------------------------------------------------------------------------- 1 | var prompt, promptValue, started, draw, svgPaths; 2 | 3 | window.onload = async function() { 4 | draw = SVG().addTo('body').attr({ 5 | viewBox: "-10 -10 234 234", 6 | width: "100%", 7 | height: "100%", 8 | }); 9 | 10 | prompt = document.querySelector("#prompt"); 11 | prompt.onblur = changePrompt; 12 | prompt.onkeypress = (e) => { 13 | if (e.code == "Enter") { 14 | prompt.blur(); 15 | } 16 | }; 17 | } 18 | 19 | async function step(paths) { 20 | console.log("step"); 21 | try { 22 | const predictionID = await startPrediction(paths); 23 | paths = await waitForPrediction(predictionID); 24 | } catch (error) { 25 | started = false; 26 | svgPaths = null; 27 | console.log("Caught error:", error); 28 | return; 29 | } 30 | step(paths); 31 | display(paths); 32 | } 33 | 34 | async function startPrediction(paths) { 35 | var resp = await fetch("/api/predict", { 36 | method: "POST", 37 | body: JSON.stringify({ 38 | prompt: promptValue, 39 | starting_paths: paths, 40 | }), 41 | headers: { 42 | "Content-type": "application/json" 43 | } 44 | }) 45 | if (!resp.ok) { 46 | throw new Error(resp.statusText); 47 | } 48 | resp = await resp.json(); 49 | return resp["prediction_id"] 50 | } 51 | 52 | async function waitForPrediction(predictionID) { 53 | while (true) { 54 | var resp = await fetch(`/api/predictions/${predictionID}`); 55 | var resp = await resp.json(); 56 | const status = resp["status"] 57 | switch (status) { 58 | case "succeeded": 59 | return resp["output"]; 60 | case "failed": 61 | case "canceled": 62 | throw new Error("Prediction " + status); 63 | case "starting": 64 | await new Promise(r => setTimeout(r, 1000)); 65 | break; 66 | default: 67 | await new Promise(r => setTimeout(r, 100)); 68 | } 69 | } 70 | } 71 | 72 | function display(paths) { 73 | if (svgPaths == null) { 74 | document.getElementById("loading").classList.remove("shown"); 75 | draw.clear(); 76 | svgPaths = []; 77 | for (var i = 0; i < paths.length; i++) { 78 | var path = paths[i]; 79 | var pathString = pathToSVGPathString(path); 80 | const svgPath = draw.path(pathString).attr({ 81 | stroke: strokeColorToSVGStroke(path.stroke_color), 82 | fill: "none", 83 | "stroke-width": 2 * path.stroke_width, 84 | "stroke-opacity": path.stroke_color[3], 85 | "stroke-linecap": "round", 86 | "stroke-linejoin": "round", 87 | }); 88 | svgPaths.push(svgPath); 89 | } 90 | } else { 91 | for (var i = 0; i < paths.length; i++) { 92 | var path = paths[i]; 93 | var pathString = pathToSVGPathString(path); 94 | const svgPath = svgPaths[i]; 95 | svgPath.animate(7000, 0, "now").ease("-").plot(pathString); 96 | svgPath.animate(7000, 0, "now").attr({ 97 | stroke: strokeColorToSVGStroke(path.stroke_color), 98 | "stroke-width": 2 * path.stroke_width, 99 | "stroke-opacity": path.stroke_color[3], 100 | }); 101 | } 102 | } 103 | } 104 | 105 | async function changePrompt() { 106 | promptValue = prompt.value; 107 | if (!started && promptValue) { 108 | started = true; 109 | step(); 110 | document.getElementById("loading").classList.add("shown"); 111 | } 112 | } 113 | 114 | function strokeColorToSVGStroke(strokeColor) { 115 | return "rgb(" + strokeColor.slice(0, 3).map(c => Math.floor(c * 255)).join(",") + ")"; 116 | } 117 | 118 | function pathToSVGPathString(path) { 119 | const points = path.points; 120 | var s = "M " + points[0][0] + " " + points[0][1]; 121 | for (var i = 0; i < path.num_control_points.length; i++) { 122 | s += " C" 123 | + " " + points[i * 3 + 1][0] 124 | + " " + points[i * 3 + 1][1] 125 | + " " + points[i * 3 + 2][0] 126 | + " " + points[i * 3 + 2][1] 127 | + " " + points[i * 3 + 3][0] 128 | + " " + points[i * 3 + 3][1]; 129 | } 130 | return s; 131 | } 132 | -------------------------------------------------------------------------------- /static/loading.svg: -------------------------------------------------------------------------------- 1 | 2 | 3 | 7 | 8 | 9 | 13 | 14 | 15 | 19 | 20 | 21 | 25 | 26 | 27 | 31 | 32 | 33 | 37 | 38 | 39 | 43 | 44 | 45 | 49 | 50 | 51 | 55 | 56 | 57 | -------------------------------------------------------------------------------- /templates/index.html: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 76 | 77 | 78 | 79 |
80 | 81 | 82 | 83 | -------------------------------------------------------------------------------- /templates/index.js: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/replicate/clipdraw-interactive/3e6fb8cdbfb4f942d59a6b8980cb8c4c50fa5919/templates/index.js -------------------------------------------------------------------------------- /vercel.json: -------------------------------------------------------------------------------- 1 | { 2 | "version": 2, 3 | "builds": [ 4 | { 5 | "src": "./app.py", 6 | "use": "@vercel/python" 7 | } 8 | ], 9 | "routes": [ 10 | { 11 | "src": "/(.*)", 12 | "dest": "app.py" 13 | } 14 | ] 15 | } 16 | --------------------------------------------------------------------------------