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Runtime error
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{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"from PIL import Image\n",
"from lang_sam import LangSAM"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"\n",
"def save_mask_as_image(mask, output_path):\n",
" # Create a blank image with the same dimensions as the mask\n",
" width, height = mask.shape[1], mask.shape[0]\n",
" image = Image.new(\"L\", (width, height))\n",
"\n",
" # Set the pixel values based on the mask\n",
" for y in range(height):\n",
" for x in range(width):\n",
" pixel_value = 255 if mask[y, x] == 1 else 0\n",
" image.putpixel((x, y), pixel_value)\n",
"\n",
" # Save the image as a PNG\n",
" image.save(output_path)\n",
"\n",
"\n",
"\n",
"model = LangSAM()\n",
"TEST_DIR = '/Users/ludovicaschaerf/Desktop/Data/VA_textiles_masks/'\n",
"OUT_DIR = '/Users/ludovicaschaerf/Desktop/Data/VA_textiles/'\n",
"image_pil = Image.open(TEST_DIR + \"O25495.jpg\").convert(\"RGB\")\n",
"text_prompt = \"textile\"\n",
"masks, boxes, phrases, logits = model.predict(image_pil, text_prompt)\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"\n",
"save_mask_as_image(masks[0], OUT_DIR + \"O25495.jpg\")"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "art-reco_x86",
"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": "3.8.16"
},
"orig_nbformat": 4
},
"nbformat": 4,
"nbformat_minor": 2
}
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