diff --git "a/ip-adapter-face-full-v15.ipynb" "b/ip-adapter-face-full-v15.ipynb" new file mode 100644--- /dev/null +++ "b/ip-adapter-face-full-v15.ipynb" @@ -0,0 +1,281 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "######################################################################\n", + "!pip install -q --upgrade diffusers\n", + "!pip install -q --upgrade transformers\n", + "!pip install -q --upgrade tokenizers\n", + "######################################################################\n", + "!pip install -q --upgrade peft\n", + "######################################################################\n", + "#!pip install diffusers==0.21.1 transformers==4.33.2 tokenizers==0.13.3\n", + "######################################################################\n", + "\n", + "!pip install -q accelerate\n", + "!pip install -q safetensors\n", + "!pip install -q einops\n", + "!pip install -q onnxruntime-gpu\n", + "!pip install -q dlib\n", + "!pip install -q opencv-python\n", + "!pip install -q git+https://github.com/tencent-ailab/IP-Adapter.git" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "from diffusers.utils import load_image\n", + "from PIL import Image\n", + "import os\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "--2024-01-24 22:50:21-- https://upload.wikimedia.org/wikipedia/commons/thumb/0/0f/1665_Girl_with_a_Pearl_Earring.jpg/800px-1665_Girl_with_a_Pearl_Earring.jpg\n", + "Resolving upload.wikimedia.org (upload.wikimedia.org)... 185.15.59.240\n", + "Connecting to upload.wikimedia.org (upload.wikimedia.org)|185.15.59.240|:443... connected.\n", + "HTTP request sent, awaiting response... 416 Requested Range Not Satisfiable\n", + "\n", + " The file is already fully retrieved; nothing to do.\n", + "\n" + ] + } + ], + "source": [ + "\n", + "os.makedirs(\"images\", exist_ok=True)\n", + "#!wget --continue https://upload.wikimedia.org/wikipedia/commons/0/0f/SDCC_2015_-_Gal_Gadot_%2819742671671%29_%28cropped%29.jpg -O images/gal_gadot_full_body.jpg\n", + "!wget --continue https://upload.wikimedia.org/wikipedia/commons/thumb/0/0f/1665_Girl_with_a_Pearl_Earring.jpg/800px-1665_Girl_with_a_Pearl_Earring.jpg -O images/Girl_with_a_Pearl_Earring.jpg" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "exif problem, not rotating\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import crop_head_dlib5\n", + "# Detect and crop the head\n", + "#cropped_head = crop_head_dlib5.detect_and_crop_head(\"images/gal_gadot_full_body.jpg\", factor=2.5)\n", + "cropped_head = crop_head_dlib5.detect_and_crop_head(\"images/Girl_with_a_Pearl_Earring.jpg\", factor=4.5)\n", + "image = cropped_head.resize((256, 256))\n", + "image" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "vae_model_path = \"stabilityai/sd-vae-ft-mse\"\n", + "\n", + "sd_model = \"Norod78/sd15-simpsons-AV3-arthur-disneyPixar-mix-fp16\"\n", + "#sd_model = \"SG161222/Realistic_Vision_V5.1_noVAE\"\n", + "\n", + "image_encoder_path = \"laion/CLIP-ViT-H-14-laion2B-s32B-b79K\"\n", + "device = \"cuda\"" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "unet\\diffusion_pytorch_model.safetensors not found\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "be366f8f35d84c909ef31bf5e5944a10", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Loading pipeline components...: 0%| | 0/5 [00:00" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "prompt = \"full body photo of a standing woman wearing a fancy dress in a bar\"\n", + "negative_prompt = \"monochrome, lowres, bad anatomy, ,detached limbs, missing limbs, worst quality, low quality, blurry, extra limbs, nude, naked, nsfw\"\n", + "\n", + "images = ip_model.generate(\n", + " prompt=prompt, negative_prompt=negative_prompt, pil_image=image, scale=0.85, guidance_scale=7.5, num_samples=4, width=512, height=640, num_inference_steps=50, seed=2024,\n", + ")\n", + "\n", + "grid = image_grid(images, 2, 2)\n", + "grid\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.11.5" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +}