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author | Christian Cleberg <hello@cleberg.net> | 2023-09-18 20:54:34 -0500 |
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committer | Christian Cleberg <hello@cleberg.net> | 2023-09-18 20:54:34 -0500 |
commit | 52576a80754206dc4b668143d38e9ce53f5d545c (patch) | |
tree | 4fef7239ab2c5d9f1ecb480b9c36adddd065b9b4 /notebooks/.ipynb_checkpoints/IBM Watson Visual Recognition-checkpoint.ipynb | |
parent | 5e2bb53d528d60e0a44607377fa3d09553630d5b (diff) | |
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add .gitignore
Diffstat (limited to 'notebooks/.ipynb_checkpoints/IBM Watson Visual Recognition-checkpoint.ipynb')
-rw-r--r-- | notebooks/.ipynb_checkpoints/IBM Watson Visual Recognition-checkpoint.ipynb | 209 |
1 files changed, 0 insertions, 209 deletions
diff --git a/notebooks/.ipynb_checkpoints/IBM Watson Visual Recognition-checkpoint.ipynb b/notebooks/.ipynb_checkpoints/IBM Watson Visual Recognition-checkpoint.ipynb deleted file mode 100644 index 86d5862..0000000 --- a/notebooks/.ipynb_checkpoints/IBM Watson Visual Recognition-checkpoint.ipynb +++ /dev/null @@ -1,209 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# IBM Watson Visual Recognition\n", - "Create an account on [IBM Watson Studio](https://www.ibm.com/cloud/watson-studio) and add the [Watson Visual Recognition](https://www.ibm.com/cloud/watson-visual-recognition) service to your free account." - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [], - "source": [ - "pip install --upgrade --user \"ibm-watson>=4.5.0\"" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [], - "source": [ - "apikey = \"<your-apikey>\"\n", - "version = \"2018-03-19\"\n", - "url = \"<your-url>\"" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [], - "source": [ - "import json\n", - "from ibm_watson import VisualRecognitionV3\n", - "from ibm_cloud_sdk_core.authenticators import IAMAuthenticator\n", - "\n", - "authenticator = IAMAuthenticator(apikey)\n", - "visual_recognition = VisualRecognitionV3(\n", - " version=version,\n", - " authenticator=authenticator\n", - ")\n", - "\n", - "visual_recognition.set_service_url(url)" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [], - "source": [ - "visual_recognition.set_default_headers({'x-watson-learning-opt-out': \"true\"})" - ] - }, - { - "cell_type": "code", - "execution_count": 60, - "metadata": {}, - "outputs": [], - "source": [ - "data = [\n", - "{\n", - " \"title\": \"Bear Country, South Dakota\",\n", - " \"url\": \"https://example.com/photos/highres/20140717.jpg\"\n", - "},\n", - "{\n", - " \"title\": \"Pactola Lake\",\n", - " \"url\": \"https://example.com/photos/highres/20140718.jpg\"\n", - "},\n", - "{\n", - " \"title\": \"Welcome to Utah\",\n", - " \"url\": \"https://example.com/photos/highres/20190608_02.jpg\"\n", - "},\n", - "{\n", - " \"title\": \"Honey Badger\",\n", - " \"url\": \"https://example.com/photos/highres/20190611_03.jpg\"\n", - "},\n", - "{\n", - " \"title\": \"Grand Canyon Lizard\",\n", - " \"url\": \"https://example.com/photos/highres/20190612.jpg\"\n", - "},\n", - "{\n", - " \"title\": \"The Workhouse\",\n", - " \"url\": \"https://example.com/photos/highres/20191116_01.jpg\"\n", - "}\n", - "]" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-------------------------------------------------------------------------------------------------------------------------------------\n", - "Image Title: Bear Country, South Dakota \n", - "\n", - "brown bear ( 0.944 )\n", - "bear ( 1 )\n", - "carnivore ( 1 )\n", - "mammal ( 1 )\n", - "animal ( 1 )\n", - "Alaskan brown bear ( 0.759 )\n", - "greenishness color ( 0.975 )\n", - "-------------------------------------------------------------------------------------------------------------------------------------\n", - "-------------------------------------------------------------------------------------------------------------------------------------\n", - "Image Title: Pactola Lake \n", - "\n", - "ponderosa pine ( 0.763 )\n", - "pine tree ( 0.867 )\n", - "tree ( 0.867 )\n", - "plant ( 0.867 )\n", - "blue color ( 0.959 )\n", - "-------------------------------------------------------------------------------------------------------------------------------------\n", - "-------------------------------------------------------------------------------------------------------------------------------------\n", - "Image Title: Welcome to Utah \n", - "\n", - "signboard ( 0.953 )\n", - "building ( 0.79 )\n", - "blue color ( 0.822 )\n", - "purplish blue color ( 0.619 )\n", - "-------------------------------------------------------------------------------------------------------------------------------------\n", - "-------------------------------------------------------------------------------------------------------------------------------------\n", - "Image Title: Honey Badger \n", - "\n", - "American badger ( 0.689 )\n", - "carnivore ( 0.689 )\n", - "mammal ( 0.864 )\n", - "animal ( 0.864 )\n", - "armadillo ( 0.618 )\n", - "light brown color ( 0.9 )\n", - "reddish brown color ( 0.751 )\n", - "-------------------------------------------------------------------------------------------------------------------------------------\n", - "-------------------------------------------------------------------------------------------------------------------------------------\n", - "Image Title: Grand Canyon Lizard \n", - "\n", - "western fence lizard ( 0.724 )\n", - "lizard ( 0.93 )\n", - "reptile ( 0.93 )\n", - "animal ( 0.93 )\n", - "ultramarine color ( 0.633 )\n", - "-------------------------------------------------------------------------------------------------------------------------------------\n", - "-------------------------------------------------------------------------------------------------------------------------------------\n", - "Image Title: The Workhouse \n", - "\n", - "castle ( 0.896 )\n", - "fortification ( 0.905 )\n", - "defensive structure ( 0.96 )\n", - "stronghold ( 0.642 )\n", - "building ( 0.799 )\n", - "mound ( 0.793 )\n", - "blue color ( 0.745 )\n", - "-------------------------------------------------------------------------------------------------------------------------------------\n" - ] - } - ], - "source": [ - "from ibm_watson import ApiException\n", - "\n", - "for x in range(len(data)):\n", - " try:\n", - " url = data[x][\"url\"]\n", - " images_filename = data[x][\"title\"]\n", - " classes = visual_recognition.classify(\n", - " url=url,\n", - " images_filename=images_filename,\n", - " threshold='0.6',\n", - " owners=[\"IBM\"]).get_result()\n", - " print(\"-------------------------------------------------------------------------------------------------------------------------------------\")\n", - " print(\"Image Title: \", data[x][\"title\"], \"\\n\")\n", - " print(\"Image URL: \", data[x][\"url\"], \"\\n\")\n", - " classification_results = classes[\"images\"][0][\"classifiers\"][0][\"classes\"]\n", - " for result in classification_results:\n", - " print(result[\"class\"], \"(\", result[\"score\"], \")\")\n", - " print(\"-------------------------------------------------------------------------------------------------------------------------------------\")\n", - " except ApiException as ex:\n", - " print(\"Method failed with status code \" + str(ex.code) + \": \" + ex.message)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.8.5" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} |