{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.10","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# The following cell connects Kaggle to the internet for successful running of the code","metadata":{}},{"cell_type":"code","source":"#NB: Kaggle requires phone verification to use the internet or a GPU. If you haven't done that yet, the cell below will fail\n# This code is only here to check that your internet is enabled. It doesn't do anything else.\n# Here's a help thread on getting your phone number verified: https://www.kaggle.com/product-feedback/135367\n\nimport socket,warnings\ntry:\n socket.setdefaulttimeout(1)\n socket.socket(socket.AF_INET, socket.SOCK_STREAM).connect(('1.1.1.1', 53))\nexcept socket.error as ex: raise Exception(\"STOP: No internet. Click '>|' in top right and set 'Internet' switch to on\")","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2023-06-20T10:17:37.917139Z","iopub.execute_input":"2023-06-20T10:17:37.917576Z","iopub.status.idle":"2023-06-20T10:17:37.962849Z","shell.execute_reply.started":"2023-06-20T10:17:37.917541Z","shell.execute_reply":"2023-06-20T10:17:37.961941Z"},"trusted":true},"execution_count":1,"outputs":[]},{"cell_type":"markdown","source":"# Including all necessary packages and libraries","metadata":{}},{"cell_type":"code","source":"!pip install -Uqq fastai\n!pip install gradio\n\nfrom fastai.vision.all import *\nimport gradio as gr\n\n!pip install duckduckgo_search\n\nfrom duckduckgo_search import ddg_images\nfrom fastcore.all import *\n\nfrom fastdownload import download_url","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:17:37.964793Z","iopub.execute_input":"2023-06-20T10:17:37.965160Z","iopub.status.idle":"2023-06-20T10:18:26.776990Z","shell.execute_reply.started":"2023-06-20T10:17:37.965132Z","shell.execute_reply":"2023-06-20T10:18:26.775767Z"},"trusted":true},"execution_count":2,"outputs":[{"name":"stdout","text":"Collecting gradio\n Downloading gradio-3.35.2-py3-none-any.whl (19.7 MB)\n\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m19.7/19.7 MB\u001b[0m \u001b[31m57.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n\u001b[?25hRequirement already satisfied: aiofiles in /opt/conda/lib/python3.10/site-packages (from gradio) (22.1.0)\nRequirement already satisfied: aiohttp in /opt/conda/lib/python3.10/site-packages (from gradio) (3.8.4)\nRequirement already satisfied: altair>=4.2.0 in /opt/conda/lib/python3.10/site-packages (from gradio) (5.0.1)\nRequirement already satisfied: fastapi in /opt/conda/lib/python3.10/site-packages (from gradio) (0.95.1)\nCollecting ffmpy (from gradio)\n Downloading ffmpy-0.3.0.tar.gz (4.8 kB)\n Preparing metadata (setup.py) ... \u001b[?25ldone\n\u001b[?25hCollecting gradio-client>=0.2.7 (from gradio)\n Downloading gradio_client-0.2.7-py3-none-any.whl (288 kB)\n\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m288.4/288.4 kB\u001b[0m \u001b[31m27.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25hCollecting httpx (from gradio)\n Downloading httpx-0.24.1-py3-none-any.whl (75 kB)\n\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m75.4/75.4 kB\u001b[0m \u001b[31m7.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25hRequirement already satisfied: huggingface-hub>=0.14.0 in /opt/conda/lib/python3.10/site-packages (from gradio) (0.15.1)\nRequirement already satisfied: jinja2 in /opt/conda/lib/python3.10/site-packages (from gradio) (3.1.2)\nRequirement 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certifi in /opt/conda/lib/python3.10/site-packages (from httpx->gradio) (2023.5.7)\nCollecting httpcore<0.18.0,>=0.15.0 (from httpx->gradio)\n Downloading httpcore-0.17.2-py3-none-any.whl (72 kB)\n\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m72.5/72.5 kB\u001b[0m \u001b[31m7.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25hRequirement already satisfied: idna in /opt/conda/lib/python3.10/site-packages (from httpx->gradio) (3.4)\nRequirement already satisfied: sniffio in /opt/conda/lib/python3.10/site-packages (from httpx->gradio) (1.3.0)\nRequirement already satisfied: contourpy>=1.0.1 in /opt/conda/lib/python3.10/site-packages (from matplotlib->gradio) (1.0.7)\nRequirement already satisfied: cycler>=0.10 in /opt/conda/lib/python3.10/site-packages (from matplotlib->gradio) (0.11.0)\nRequirement already satisfied: fonttools>=4.22.0 in /opt/conda/lib/python3.10/site-packages (from matplotlib->gradio) (4.39.3)\nRequirement already satisfied: kiwisolver>=1.0.1 in /opt/conda/lib/python3.10/site-packages (from matplotlib->gradio) (1.4.4)\nRequirement already satisfied: pyparsing>=2.2.1 in /opt/conda/lib/python3.10/site-packages (from matplotlib->gradio) (3.0.9)\nRequirement already satisfied: urllib3<1.27,>=1.21.1 in /opt/conda/lib/python3.10/site-packages (from requests->gradio) (1.26.15)\nRequirement already satisfied: anyio<5.0,>=3.0 in /opt/conda/lib/python3.10/site-packages (from httpcore<0.18.0,>=0.15.0->httpx->gradio) (3.6.2)\nRequirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in /opt/conda/lib/python3.10/site-packages (from jsonschema>=3.0->altair>=4.2.0->gradio) (0.19.3)\nRequirement already satisfied: uc-micro-py in /opt/conda/lib/python3.10/site-packages (from linkify-it-py<3,>=1->markdown-it-py[linkify]>=2.0.0->gradio) (1.0.2)\nRequirement already satisfied: six>=1.5 in /opt/conda/lib/python3.10/site-packages (from python-dateutil>=2.8.1->pandas->gradio) (1.16.0)\nBuilding wheels for collected packages: ffmpy\n Building wheel for ffmpy (setup.py) ... \u001b[?25ldone\n\u001b[?25h Created wheel for ffmpy: filename=ffmpy-0.3.0-py3-none-any.whl size=4712 sha256=788a1bc3e6a823355481895dffd17422e149137d9a32123d419fc9bb9ed88e05\n Stored in directory: /root/.cache/pip/wheels/0c/c2/0e/3b9c6845c6a4e35beb90910cc70d9ac9ab5d47402bd62af0df\nSuccessfully built ffmpy\nInstalling collected packages: ffmpy, semantic-version, python-multipart, mdit-py-plugins, httpcore, httpx, gradio-client, gradio\n Attempting uninstall: mdit-py-plugins\n Found existing installation: mdit-py-plugins 0.3.5\n Uninstalling mdit-py-plugins-0.3.5:\n Successfully uninstalled mdit-py-plugins-0.3.5\nSuccessfully installed ffmpy-0.3.0 gradio-3.35.2 gradio-client-0.2.7 httpcore-0.17.2 httpx-0.24.1 mdit-py-plugins-0.3.3 python-multipart-0.0.6 semantic-version-2.10.0\n\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n\u001b[0mCollecting duckduckgo_search\n Downloading duckduckgo_search-3.8.3-py3-none-any.whl (18 kB)\nCollecting aiofiles>=23.1.0 (from duckduckgo_search)\n Downloading aiofiles-23.1.0-py3-none-any.whl (14 kB)\nRequirement already satisfied: click>=8.1.3 in /opt/conda/lib/python3.10/site-packages (from duckduckgo_search) (8.1.3)\nRequirement already satisfied: lxml>=4.9.2 in /opt/conda/lib/python3.10/site-packages (from duckduckgo_search) (4.9.2)\nRequirement already satisfied: httpx[brotli,http2,socks]>=0.24.1 in /opt/conda/lib/python3.10/site-packages (from duckduckgo_search) (0.24.1)\nRequirement already satisfied: certifi in /opt/conda/lib/python3.10/site-packages (from httpx[brotli,http2,socks]>=0.24.1->duckduckgo_search) (2023.5.7)\nRequirement already satisfied: httpcore<0.18.0,>=0.15.0 in /opt/conda/lib/python3.10/site-packages (from httpx[brotli,http2,socks]>=0.24.1->duckduckgo_search) (0.17.2)\nRequirement already satisfied: idna in /opt/conda/lib/python3.10/site-packages (from httpx[brotli,http2,socks]>=0.24.1->duckduckgo_search) (3.4)\nRequirement already satisfied: sniffio in /opt/conda/lib/python3.10/site-packages (from httpx[brotli,http2,socks]>=0.24.1->duckduckgo_search) (1.3.0)\nCollecting h2<5,>=3 (from httpx[brotli,http2,socks]>=0.24.1->duckduckgo_search)\n Downloading h2-4.1.0-py3-none-any.whl (57 kB)\n\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m57.5/57.5 kB\u001b[0m \u001b[31m2.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n\u001b[?25hCollecting socksio==1.* (from httpx[brotli,http2,socks]>=0.24.1->duckduckgo_search)\n Downloading socksio-1.0.0-py3-none-any.whl (12 kB)\nCollecting brotli (from httpx[brotli,http2,socks]>=0.24.1->duckduckgo_search)\n Downloading Brotli-1.0.9-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (2.7 MB)\n\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.7/2.7 MB\u001b[0m \u001b[31m35.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n\u001b[?25hCollecting hyperframe<7,>=6.0 (from h2<5,>=3->httpx[brotli,http2,socks]>=0.24.1->duckduckgo_search)\n Downloading hyperframe-6.0.1-py3-none-any.whl (12 kB)\nCollecting hpack<5,>=4.0 (from h2<5,>=3->httpx[brotli,http2,socks]>=0.24.1->duckduckgo_search)\n Downloading hpack-4.0.0-py3-none-any.whl (32 kB)\nRequirement already satisfied: h11<0.15,>=0.13 in /opt/conda/lib/python3.10/site-packages (from httpcore<0.18.0,>=0.15.0->httpx[brotli,http2,socks]>=0.24.1->duckduckgo_search) (0.14.0)\nRequirement already satisfied: anyio<5.0,>=3.0 in /opt/conda/lib/python3.10/site-packages (from httpcore<0.18.0,>=0.15.0->httpx[brotli,http2,socks]>=0.24.1->duckduckgo_search) (3.6.2)\nInstalling collected packages: brotli, socksio, hyperframe, hpack, aiofiles, h2, duckduckgo_search\n Attempting uninstall: aiofiles\n Found existing installation: aiofiles 22.1.0\n Uninstalling aiofiles-22.1.0:\n Successfully uninstalled aiofiles-22.1.0\n\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\nypy-websocket 0.8.2 requires aiofiles<23,>=22.1.0, but you have aiofiles 23.1.0 which is incompatible.\u001b[0m\u001b[31m\n\u001b[0mSuccessfully installed aiofiles-23.1.0 brotli-1.0.9 duckduckgo_search-3.8.3 h2-4.1.0 hpack-4.0.0 hyperframe-6.0.1 socksio-1.0.0\n\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n\u001b[0m","output_type":"stream"}]},{"cell_type":"markdown","source":"# This cell consists of the function that gets image from the internet using DuckDuckGo library, which imports images from the internet","metadata":{}},{"cell_type":"code","source":"def search_images(term, max_images=30):\n print(f\"Searching for '{term}'\")\n return L(ddg_images(term, max_results=max_images)).itemgot('image')","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:18:26.778976Z","iopub.execute_input":"2023-06-20T10:18:26.779907Z","iopub.status.idle":"2023-06-20T10:18:26.786307Z","shell.execute_reply.started":"2023-06-20T10:18:26.779867Z","shell.execute_reply":"2023-06-20T10:18:26.785090Z"},"trusted":true},"execution_count":3,"outputs":[]},{"cell_type":"markdown","source":"# This cell displays the URL thats been searched and provided of the image searched","metadata":{}},{"cell_type":"code","source":"#NB: `search_images` depends on duckduckgo.com, which doesn't always return correct responses.\n# If you get a JSON error, just try running it again (it may take a couple of tries).\nurls = search_images('black person', max_images=1)\nurls[0]","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:18:26.787918Z","iopub.execute_input":"2023-06-20T10:18:26.788243Z","iopub.status.idle":"2023-06-20T10:18:27.388856Z","shell.execute_reply.started":"2023-06-20T10:18:26.788218Z","shell.execute_reply":"2023-06-20T10:18:27.387607Z"},"trusted":true},"execution_count":4,"outputs":[{"name":"stdout","text":"Searching for 'black person'\n","output_type":"stream"},{"name":"stderr","text":"/opt/conda/lib/python3.10/site-packages/duckduckgo_search/compat.py:60: UserWarning: ddg_images is deprecated. Use DDGS().images() generator\n warnings.warn(\"ddg_images is deprecated. Use DDGS().images() generator\")\n/opt/conda/lib/python3.10/site-packages/duckduckgo_search/compat.py:64: UserWarning: parameter page is deprecated\n warnings.warn(\"parameter page is deprecated\")\n/opt/conda/lib/python3.10/site-packages/duckduckgo_search/compat.py:66: UserWarning: parameter max_results is deprecated\n warnings.warn(\"parameter max_results is deprecated\")\n","output_type":"stream"},{"execution_count":4,"output_type":"execute_result","data":{"text/plain":"'https://arts.ufl.edu/site/assets/files/143003/lamyportrait.png'"},"metadata":{}}]},{"cell_type":"markdown","source":"# This cell downloads and displays the image thats been searched","metadata":{}},{"cell_type":"code","source":"dest = 'black-person.jpg'\ndownload_url(urls[0], dest, show_progress=False)\n\nfrom fastai.vision.all import *\nim = Image.open(dest)\nim.to_thumb(192,192)","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:18:27.392292Z","iopub.execute_input":"2023-06-20T10:18:27.393250Z","iopub.status.idle":"2023-06-20T10:18:28.122425Z","shell.execute_reply.started":"2023-06-20T10:18:27.393213Z","shell.execute_reply":"2023-06-20T10:18:28.121261Z"},"trusted":true},"execution_count":5,"outputs":[{"execution_count":5,"output_type":"execute_result","data":{"text/plain":"","image/png":"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\n"},"metadata":{}}]},{"cell_type":"markdown","source":"# This cell downloads the second image thats been searched for classifying the two images respectively","metadata":{}},{"cell_type":"code","source":"download_url(search_images('white person', max_images=1)[0], 'white-person.jpg', show_progress=False)\nImage.open('white-person.jpg').to_thumb(192,192)","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:18:28.123834Z","iopub.execute_input":"2023-06-20T10:18:28.124287Z","iopub.status.idle":"2023-06-20T10:18:28.899199Z","shell.execute_reply.started":"2023-06-20T10:18:28.124257Z","shell.execute_reply":"2023-06-20T10:18:28.898019Z"},"trusted":true},"execution_count":6,"outputs":[{"name":"stdout","text":"Searching for 'white person'\n","output_type":"stream"},{"execution_count":6,"output_type":"execute_result","data":{"text/plain":"","image/png":"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\n"},"metadata":{}}]},{"cell_type":"markdown","source":"# This cell searches for a random image for testing purposes","metadata":{}},{"cell_type":"code","source":"download_url(search_images('random', max_images=1)[0], 'dunno.jpg', show_progress=False)\nImage.open('dunno.jpg').to_thumb(192,192)","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:18:28.900924Z","iopub.execute_input":"2023-06-20T10:18:28.901402Z","iopub.status.idle":"2023-06-20T10:18:29.700301Z","shell.execute_reply.started":"2023-06-20T10:18:28.901359Z","shell.execute_reply":"2023-06-20T10:18:29.699196Z"},"trusted":true},"execution_count":7,"outputs":[{"name":"stdout","text":"Searching for 'random'\n","output_type":"stream"},{"execution_count":7,"output_type":"execute_result","data":{"text/plain":"","image/png":"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\n"},"metadata":{}}]},{"cell_type":"markdown","source":"# This cell searches different images with the subject being the same in different scenarios, to train the model better and for better results","metadata":{}},{"cell_type":"code","source":"searches = 'white person','black person'\npath = Path('black_or_not')\nfrom time import sleep\n\nfor o in searches:\n dest = (path/o)\n dest.mkdir(exist_ok=True, parents=True)\n download_images(dest, urls=search_images(f'{o} photo'))\n sleep(10) # Pause between searches to avoid over-loading server\n download_images(dest, urls=search_images(f'{o} photo in sun'))\n sleep(10)\n download_images(dest, urls=search_images(f'{o} photo in shade'))\n sleep(10)\n resize_images(path/o, max_size=400, dest=path/o)","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:18:29.701720Z","iopub.execute_input":"2023-06-20T10:18:29.702826Z","iopub.status.idle":"2023-06-20T10:19:50.556643Z","shell.execute_reply.started":"2023-06-20T10:18:29.702784Z","shell.execute_reply":"2023-06-20T10:19:50.555194Z"},"trusted":true},"execution_count":8,"outputs":[{"name":"stdout","text":"Searching for 'white person photo'\nSearching for 'white person photo in sun'\nSearching for 'white person photo in shade'\nSearching for 'black person photo'\nSearching for 'black person photo in sun'\nSearching for 'black person photo in shade'\n","output_type":"stream"}]},{"cell_type":"markdown","source":"# This cell removes the error images that may corrupt the found dataset","metadata":{}},{"cell_type":"code","source":"failed = verify_images(get_image_files(path))\nfailed.map(Path.unlink)\nlen(failed)","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:19:50.558778Z","iopub.execute_input":"2023-06-20T10:19:50.559142Z","iopub.status.idle":"2023-06-20T10:19:51.002438Z","shell.execute_reply.started":"2023-06-20T10:19:50.559110Z","shell.execute_reply":"2023-06-20T10:19:51.001200Z"},"trusted":true},"execution_count":9,"outputs":[{"execution_count":9,"output_type":"execute_result","data":{"text/plain":"1"},"metadata":{}}]},{"cell_type":"markdown","source":"# This block loads the images from the dataset acquired and further classifies it into their categories respectively","metadata":{}},{"cell_type":"code","source":"dls = DataBlock(\n blocks=(ImageBlock, CategoryBlock), \n get_items=get_image_files, \n splitter=RandomSplitter(valid_pct=0.2, seed=42),\n get_y=parent_label,\n item_tfms=[Resize(192, method='squish')]\n).dataloaders(path, bs=32)\n\ndls.show_batch(max_n=6)","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:19:51.003962Z","iopub.execute_input":"2023-06-20T10:19:51.004321Z","iopub.status.idle":"2023-06-20T10:19:52.021865Z","shell.execute_reply.started":"2023-06-20T10:19:51.004288Z","shell.execute_reply":"2023-06-20T10:19:52.020741Z"},"trusted":true},"execution_count":10,"outputs":[{"output_type":"display_data","data":{"text/plain":"
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"},"metadata":{}}]},{"cell_type":"markdown","source":"# This cell trains on the photos taken from the internet and calculates the metrics of the model and the dataset its being trained on","metadata":{}},{"cell_type":"code","source":"learn = vision_learner(dls, resnet18, metrics=error_rate)\nlearn.fine_tune(3)","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:19:52.025158Z","iopub.execute_input":"2023-06-20T10:19:52.025515Z","iopub.status.idle":"2023-06-20T10:20:43.565252Z","shell.execute_reply.started":"2023-06-20T10:19:52.025485Z","shell.execute_reply":"2023-06-20T10:20:43.563936Z"},"trusted":true},"execution_count":11,"outputs":[{"name":"stderr","text":"/opt/conda/lib/python3.10/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.\n warnings.warn(\n/opt/conda/lib/python3.10/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet18_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet18_Weights.DEFAULT` to get the most up-to-date weights.\n warnings.warn(msg)\nDownloading: \"https://download.pytorch.org/models/resnet18-f37072fd.pth\" to /root/.cache/torch/hub/checkpoints/resnet18-f37072fd.pth\n100%|██████████| 44.7M/44.7M [00:00<00:00, 196MB/s]\n","output_type":"stream"},{"output_type":"display_data","data":{"text/plain":"","text/html":"\n\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":"\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
epochtrain_lossvalid_losserror_ratetime
01.1332721.5608240.44117600:09
"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":"\n\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":"\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
epochtrain_lossvalid_losserror_ratetime
00.7716131.0310640.35294100:13
10.5921820.8382410.38235300:14
20.4745690.7918740.23529400:13
"},"metadata":{}}]},{"cell_type":"markdown","source":"# This cell checks how well the model will run if its provided with any other input related to the image classication database","metadata":{}},{"cell_type":"code","source":"is_black,_,probs = learn.predict(PILImage.create('black-person.jpg'))\nprint(f\"This is a: {is_black}.\")\nprint(f\"Probability it's black person: {probs[0]:.4f}\")","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:20:43.567006Z","iopub.execute_input":"2023-06-20T10:20:43.567395Z","iopub.status.idle":"2023-06-20T10:20:43.761792Z","shell.execute_reply.started":"2023-06-20T10:20:43.567358Z","shell.execute_reply":"2023-06-20T10:20:43.760793Z"},"trusted":true},"execution_count":12,"outputs":[{"output_type":"display_data","data":{"text/plain":"","text/html":"\n\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":""},"metadata":{}},{"name":"stdout","text":"This is a: black person.\nProbability it's black person: 0.9229\n","output_type":"stream"}]},{"cell_type":"markdown","source":"# This cell exports the trained dataset","metadata":{}},{"cell_type":"code","source":"learn.export('racialModel.pkl')","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:38:30.373632Z","iopub.execute_input":"2023-06-20T10:38:30.375601Z","iopub.status.idle":"2023-06-20T10:38:30.518546Z","shell.execute_reply.started":"2023-06-20T10:38:30.375548Z","shell.execute_reply":"2023-06-20T10:38:30.517500Z"},"trusted":true},"execution_count":17,"outputs":[]},{"cell_type":"code","source":"learn = load_learner('racialModel.pkl')","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:38:57.444379Z","iopub.execute_input":"2023-06-20T10:38:57.444817Z","iopub.status.idle":"2023-06-20T10:38:57.481639Z","shell.execute_reply.started":"2023-06-20T10:38:57.444784Z","shell.execute_reply":"2023-06-20T10:38:57.480429Z"},"trusted":true},"execution_count":25,"outputs":[]},{"cell_type":"code","source":"download_url(search_images('african male', max_images=1)[0], 'test.jpg', show_progress=False)\nImage.open('test.jpg').to_thumb(192,192)","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:41:18.324279Z","iopub.execute_input":"2023-06-20T10:41:18.324783Z","iopub.status.idle":"2023-06-20T10:41:19.359693Z","shell.execute_reply.started":"2023-06-20T10:41:18.324746Z","shell.execute_reply":"2023-06-20T10:41:19.358517Z"},"trusted":true},"execution_count":30,"outputs":[{"name":"stdout","text":"Searching for 'african male'\n","output_type":"stream"},{"execution_count":30,"output_type":"execute_result","data":{"text/plain":"","image/png":"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\n"},"metadata":{}}]},{"cell_type":"code","source":"learn.predict('test.jpg')","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:43:10.513908Z","iopub.execute_input":"2023-06-20T10:43:10.514318Z","iopub.status.idle":"2023-06-20T10:43:10.627176Z","shell.execute_reply.started":"2023-06-20T10:43:10.514290Z","shell.execute_reply":"2023-06-20T10:43:10.625956Z"},"trusted":true},"execution_count":34,"outputs":[{"output_type":"display_data","data":{"text/plain":"","text/html":"\n\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":""},"metadata":{}},{"execution_count":34,"output_type":"execute_result","data":{"text/plain":"('white person', tensor(1), tensor([0.0565, 0.9435]))"},"metadata":{}}]},{"cell_type":"code","source":"categories = ('Black Person', 'White Person')\n\ndef classify_img(img):\n pred,pred_idx,probs = learn.predict(img)\n return dict(zip(categories, map(float,probs)))","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:43:14.954456Z","iopub.execute_input":"2023-06-20T10:43:14.955378Z","iopub.status.idle":"2023-06-20T10:43:14.961770Z","shell.execute_reply.started":"2023-06-20T10:43:14.955329Z","shell.execute_reply":"2023-06-20T10:43:14.960505Z"},"trusted":true},"execution_count":35,"outputs":[]},{"cell_type":"code","source":"classify_img('test.jpg')","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:43:36.361912Z","iopub.execute_input":"2023-06-20T10:43:36.362346Z","iopub.status.idle":"2023-06-20T10:43:36.476243Z","shell.execute_reply.started":"2023-06-20T10:43:36.362312Z","shell.execute_reply":"2023-06-20T10:43:36.475038Z"},"trusted":true},"execution_count":37,"outputs":[{"output_type":"display_data","data":{"text/plain":"","text/html":"\n\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":""},"metadata":{}},{"execution_count":37,"output_type":"execute_result","data":{"text/plain":"{'White Person': 0.056514039635658264, 'Black Person': 0.9434859156608582}"},"metadata":{}}]},{"cell_type":"code","source":"image = gr.inputs.Image(shape=(192,192))\nlabel = gr.outputs.Label()\nexamples = ['white-person.jpg','black-person.jpg', 'dunno.jpg']\n\nintf = gr.Interface(fn=classify_img, inputs=image, outputs=label, examples=examples)\nintf.launch(inline=False)","metadata":{"execution":{"iopub.status.busy":"2023-06-20T10:43:57.581363Z","iopub.execute_input":"2023-06-20T10:43:57.581829Z","iopub.status.idle":"2023-06-20T10:44:02.832715Z","shell.execute_reply.started":"2023-06-20T10:43:57.581794Z","shell.execute_reply":"2023-06-20T10:44:02.831140Z"},"trusted":true},"execution_count":39,"outputs":[{"name":"stdout","text":"Kaggle notebooks require sharing enabled. Setting `share=True` (you can turn this off by setting `share=False` in `launch()` explicitly).\n\nRunning on local URL: http://127.0.0.1:7860\nRunning on public URL: https://ae2c18c24f97c6036b.gradio.live\n\nThis share link expires in 72 hours. For free permanent hosting and GPU upgrades, run `gradio deploy` from Terminal to deploy to Spaces (https://huggingface.co/spaces)\n","output_type":"stream"},{"execution_count":39,"output_type":"execute_result","data":{"text/plain":""},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":"\n\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":""},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":"\n\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":""},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":"\n\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":""},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":"\n\n"},"metadata":{}},{"output_type":"display_data","data":{"text/plain":"","text/html":""},"metadata":{}}]}]}