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pkl file and new images

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  1. .ipynb_checkpoints/DogsvsCats-checkpoint.ipynb +239 -0
  2. .ipynb_checkpoints/app-checkpoint.py +10 -0
  3. .ipynb_checkpoints/dog-checkpoint.jpeg +0 -0
  4. DogsvsCats.ipynb +239 -0
  5. app.py +0 -1
  6. dog.jpeg +0 -0
  7. model.pkl +3 -0
.ipynb_checkpoints/DogsvsCats-checkpoint.ipynb ADDED
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+ "metadata": {},
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+ "outputs": [],
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+ "source": [
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+ "!pip install -Uqq fastai"
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+ "id": "4784ef85-4f58-4197-a437-d134a7c81870",
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+ "metadata": {},
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+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m58.3/58.3 kB\u001b[0m \u001b[31m7.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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+ "\u001b[?25hRequirement already satisfied: click>=7.0 in ./Conda/anaconda3/lib/python3.10/site-packages (from uvicorn>=0.14.0->gradio) (8.0.4)\n",
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+ "Collecting starlette<0.28.0,>=0.27.0\n",
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+ " Downloading starlette-0.27.0-py3-none-any.whl (66 kB)\n",
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+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m67.0/67.0 kB\u001b[0m \u001b[31m11.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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+ "\u001b[?25hCollecting typing-extensions~=4.0\n",
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+ " Using cached typing_extensions-4.7.1-py3-none-any.whl (33 kB)\n",
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+ "Requirement already satisfied: sniffio in ./Conda/anaconda3/lib/python3.10/site-packages (from httpx->gradio) (1.2.0)\n",
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+ "Collecting httpcore<0.18.0,>=0.15.0\n",
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+ " Downloading httpcore-0.17.3-py3-none-any.whl (74 kB)\n",
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+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m74.5/74.5 kB\u001b[0m \u001b[31m11.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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+ "\u001b[?25hRequirement already satisfied: anyio<5.0,>=3.0 in ./Conda/anaconda3/lib/python3.10/site-packages (from httpcore<0.18.0,>=0.15.0->httpx->gradio) (3.5.0)\n",
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+ "Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in ./Conda/anaconda3/lib/python3.10/site-packages (from jsonschema>=3.0->altair<6.0,>=4.2.0->gradio) (0.18.0)\n",
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+ "Collecting uc-micro-py\n",
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+ " Downloading uc_micro_py-1.0.2-py3-none-any.whl (6.2 kB)\n",
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+ "Requirement already satisfied: six>=1.5 in ./Conda/anaconda3/lib/python3.10/site-packages (from python-dateutil>=2.7->matplotlib~=3.0->gradio) (1.16.0)\n",
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+ "Building wheels for collected packages: ffmpy\n",
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+ " Building wheel for ffmpy (setup.py) ... \u001b[?25ldone\n",
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+ "\u001b[?25h Created wheel for ffmpy: filename=ffmpy-0.3.1-py3-none-any.whl size=5580 sha256=ab1ea02f193fb94a15322ee0a9b8806ec6d678d5d31db45812e7a97482c29f87\n",
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+ " Stored in directory: /Users/skamalad/Library/Caches/pip/wheels/25/a7/dd/c513d5a67b9610660774187483d20314b63e406dd6687e4b4a\n",
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+ "Successfully built ffmpy\n",
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+ "Installing collected packages: pydub, ffmpy, websockets, uc-micro-py, typing-extensions, semantic-version, python-multipart, orjson, mdurl, h11, aiofiles, uvicorn, starlette, markdown-it-py, linkify-it-py, httpcore, mdit-py-plugins, httpx, fastapi, altair, gradio-client, gradio\n",
158
+ " Attempting uninstall: typing-extensions\n",
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+ " Found existing installation: typing_extensions 4.4.0\n",
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+ " Uninstalling typing_extensions-4.4.0:\n",
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+ " Successfully uninstalled typing_extensions-4.4.0\n",
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+ "Successfully installed aiofiles-23.1.0 altair-5.0.1 fastapi-0.100.0 ffmpy-0.3.1 gradio-3.38.0 gradio-client-0.2.10 h11-0.14.0 httpcore-0.17.3 httpx-0.24.1 linkify-it-py-2.0.2 markdown-it-py-2.2.0 mdit-py-plugins-0.3.3 mdurl-0.1.2 orjson-3.9.2 pydub-0.25.1 python-multipart-0.0.6 semantic-version-2.10.0 starlette-0.27.0 typing-extensions-4.7.1 uc-micro-py-1.0.2 uvicorn-0.23.1 websockets-11.0.3\n",
163
+ "Note: you may need to restart the kernel to use updated packages.\n"
164
+ ]
165
+ }
166
+ ],
167
+ "source": [
168
+ "pip install gradio"
169
+ ]
170
+ },
171
+ {
172
+ "cell_type": "code",
173
+ "execution_count": 1,
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+ "id": "b9ca296b-b87a-4c76-a855-3b42ee8dc5fd",
175
+ "metadata": {},
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+ "outputs": [],
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+ "source": [
178
+ "from fastai.vision.all import *\n",
179
+ "import gradio as gr\n",
180
+ "\n",
181
+ "def is_cat(x): return x[0].isupper()"
182
+ ]
183
+ },
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+ {
185
+ "cell_type": "code",
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+ "execution_count": 5,
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+ "id": "05205c6c-0648-4446-a100-26f495e006eb",
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+ "metadata": {},
189
+ "outputs": [
190
+ {
191
+ "ename": "FileNotFoundError",
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+ "evalue": "[Errno 2] No such file or directory: 'dog.jpeg'",
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+ "output_type": "error",
194
+ "traceback": [
195
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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+ "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)",
197
+ "Cell \u001b[0;32mIn[5], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m im \u001b[38;5;241m=\u001b[39m \u001b[43mPILImage\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcreate\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mdog.jpeg\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n",
198
+ "File \u001b[0;32m~/Conda/anaconda3/lib/python3.10/site-packages/fastai/vision/core.py:125\u001b[0m, in \u001b[0;36mPILBase.create\u001b[0;34m(cls, fn, **kwargs)\u001b[0m\n\u001b[1;32m 123\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(fn,\u001b[38;5;28mbytes\u001b[39m): fn \u001b[38;5;241m=\u001b[39m io\u001b[38;5;241m.\u001b[39mBytesIO(fn)\n\u001b[1;32m 124\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(fn,Image\u001b[38;5;241m.\u001b[39mImage): \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mcls\u001b[39m(fn)\n\u001b[0;32m--> 125\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mcls\u001b[39m(\u001b[43mload_image\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfn\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mmerge\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mcls\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_open_args\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m)\n",
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+ "File \u001b[0;32m~/Conda/anaconda3/lib/python3.10/site-packages/fastai/vision/core.py:98\u001b[0m, in \u001b[0;36mload_image\u001b[0;34m(fn, mode)\u001b[0m\n\u001b[1;32m 96\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mload_image\u001b[39m(fn, mode\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m 97\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mOpen and load a `PIL.Image` and convert to `mode`\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m---> 98\u001b[0m im \u001b[38;5;241m=\u001b[39m \u001b[43mImage\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mopen\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfn\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 99\u001b[0m im\u001b[38;5;241m.\u001b[39mload()\n\u001b[1;32m 100\u001b[0m im \u001b[38;5;241m=\u001b[39m im\u001b[38;5;241m.\u001b[39m_new(im\u001b[38;5;241m.\u001b[39mim)\n",
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+ "File \u001b[0;32m~/Conda/anaconda3/lib/python3.10/site-packages/PIL/Image.py:3227\u001b[0m, in \u001b[0;36mopen\u001b[0;34m(fp, mode, formats)\u001b[0m\n\u001b[1;32m 3224\u001b[0m filename \u001b[38;5;241m=\u001b[39m fp\n\u001b[1;32m 3226\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m filename:\n\u001b[0;32m-> 3227\u001b[0m fp \u001b[38;5;241m=\u001b[39m \u001b[43mbuiltins\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mopen\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilename\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mrb\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3228\u001b[0m exclusive_fp \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m 3230\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n",
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+ "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'dog.jpeg'"
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+ ]
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+ }
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+ ],
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+ "source": [
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+ "im = PILImage.create('dog.jpeg')"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": null,
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+ "id": "056a5744-6972-40de-8a2f-da5cc1c043a1",
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+ "metadata": {},
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+ "outputs": [],
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+ "source": []
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+ }
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+ ],
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+ "metadata": {
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+ "kernelspec": {
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+ "display_name": "Python 3 (ipykernel)",
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+ "language": "python",
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+ "name": "python3"
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+ },
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+ "language_info": {
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+ "codemirror_mode": {
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+ "name": "ipython",
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+ "version": 3
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+ },
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+ "file_extension": ".py",
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+ "mimetype": "text/x-python",
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+ "name": "python",
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+ "nbconvert_exporter": "python",
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+ "pygments_lexer": "ipython3",
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+ "version": "3.10.9"
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+ }
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+ },
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+ "nbformat": 4,
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+ "nbformat_minor": 5
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+ }
.ipynb_checkpoints/app-checkpoint.py ADDED
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+ import gradio as gr
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+
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+ def greet(name):
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+ return "Hello " + name + "!!"
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+
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+ # Checking for git commit changes
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+
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+ iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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+ iface.launch()
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+
.ipynb_checkpoints/dog-checkpoint.jpeg ADDED
DogsvsCats.ipynb ADDED
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+ {
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+ "cells": [
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+ {
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+ "cell_type": "code",
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+ "execution_count": 1,
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+ "id": "11a17bc8-2f14-44a2-973b-61634dcb57cb",
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+ "metadata": {},
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+ "outputs": [],
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+ "source": [
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+ "!pip install -Uqq fastai"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 4,
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+ "id": "4784ef85-4f58-4197-a437-d134a7c81870",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "name": "stdout",
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+ "output_type": "stream",
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+ "text": [
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+ "Collecting gradio\n",
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+ " Downloading gradio-3.38.0-py3-none-any.whl (19.8 MB)\n",
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+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m19.8/19.8 MB\u001b[0m \u001b[31m63.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n",
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+ " Downloading fastapi-0.100.0-py3-none-any.whl (65 kB)\n",
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+ "\u001b[?25hRequirement already satisfied: numpy~=1.0 in ./Conda/anaconda3/lib/python3.10/site-packages (from gradio) (1.23.5)\n",
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+ "Requirement already satisfied: pydantic!=1.8,!=1.8.1,!=2.0.0,!=2.0.1,<3.0.0,>=1.7.4 in ./Conda/anaconda3/lib/python3.10/site-packages (from gradio) (1.10.11)\n",
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+ "Collecting mdit-py-plugins<=0.3.3\n",
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+ " Downloading mdit_py_plugins-0.3.3-py3-none-any.whl (50 kB)\n",
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+ "\u001b[?25hCollecting markdown-it-py[linkify]>=2.0.0\n",
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+ " Downloading markdown_it_py-3.0.0-py3-none-any.whl (87 kB)\n",
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+ "Collecting websockets<12.0,>=10.0\n",
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+ " Downloading websockets-11.0.3-cp310-cp310-macosx_11_0_arm64.whl (121 kB)\n",
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+ "\u001b[?25hCollecting gradio-client>=0.2.10\n",
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+ " Downloading gradio_client-0.2.10-py3-none-any.whl (288 kB)\n",
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+ "\u001b[?25hCollecting pydub\n",
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+ " Downloading pydub-0.25.1-py2.py3-none-any.whl (32 kB)\n",
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+ "Requirement already satisfied: markupsafe~=2.0 in ./Conda/anaconda3/lib/python3.10/site-packages (from gradio) (2.1.1)\n",
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+ "Collecting httpx\n",
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+ " Downloading httpx-0.24.1-py3-none-any.whl (75 kB)\n",
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+ "\u001b[?25hCollecting aiofiles<24.0,>=22.0\n",
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+ " Downloading aiofiles-23.1.0-py3-none-any.whl (14 kB)\n",
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+ "Collecting altair<6.0,>=4.2.0\n",
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+ "\u001b[?25hRequirement already satisfied: requests~=2.0 in ./Conda/anaconda3/lib/python3.10/site-packages (from gradio) (2.28.1)\n",
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+ "Collecting semantic-version~=2.0\n",
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+ " Downloading semantic_version-2.10.0-py2.py3-none-any.whl (15 kB)\n",
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+ "Building wheels for collected packages: ffmpy\n",
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+ " Building wheel for ffmpy (setup.py) ... \u001b[?25ldone\n",
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+ "\u001b[?25h Created wheel for ffmpy: filename=ffmpy-0.3.1-py3-none-any.whl size=5580 sha256=ab1ea02f193fb94a15322ee0a9b8806ec6d678d5d31db45812e7a97482c29f87\n",
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+ " Stored in directory: /Users/skamalad/Library/Caches/pip/wheels/25/a7/dd/c513d5a67b9610660774187483d20314b63e406dd6687e4b4a\n",
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+ "Successfully built ffmpy\n",
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+ "Installing collected packages: pydub, ffmpy, websockets, uc-micro-py, typing-extensions, semantic-version, python-multipart, orjson, mdurl, h11, aiofiles, uvicorn, starlette, markdown-it-py, linkify-it-py, httpcore, mdit-py-plugins, httpx, fastapi, altair, gradio-client, gradio\n",
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+ " Attempting uninstall: typing-extensions\n",
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+ " Found existing installation: typing_extensions 4.4.0\n",
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+ " Uninstalling typing_extensions-4.4.0:\n",
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+ " Successfully uninstalled typing_extensions-4.4.0\n",
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+ "Successfully installed aiofiles-23.1.0 altair-5.0.1 fastapi-0.100.0 ffmpy-0.3.1 gradio-3.38.0 gradio-client-0.2.10 h11-0.14.0 httpcore-0.17.3 httpx-0.24.1 linkify-it-py-2.0.2 markdown-it-py-2.2.0 mdit-py-plugins-0.3.3 mdurl-0.1.2 orjson-3.9.2 pydub-0.25.1 python-multipart-0.0.6 semantic-version-2.10.0 starlette-0.27.0 typing-extensions-4.7.1 uc-micro-py-1.0.2 uvicorn-0.23.1 websockets-11.0.3\n",
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+ "Note: you may need to restart the kernel to use updated packages.\n"
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+ ]
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+ }
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+ ],
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+ "source": [
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+ "pip install gradio"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 1,
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+ "id": "b9ca296b-b87a-4c76-a855-3b42ee8dc5fd",
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+ "metadata": {},
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+ "outputs": [],
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+ "source": [
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+ "from fastai.vision.all import *\n",
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+ "import gradio as gr\n",
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+ "\n",
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+ "def is_cat(x): return x[0].isupper()"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 12,
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+ "id": "05205c6c-0648-4446-a100-26f495e006eb",
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "ename": "FileNotFoundError",
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+ "evalue": "[Errno 2] No such file or directory: 'dog.jpeg'",
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+ "output_type": "error",
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+ "traceback": [
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+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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+ "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)",
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+ "Cell \u001b[0;32mIn[12], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m im \u001b[38;5;241m=\u001b[39m \u001b[43mImage\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mopen\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mdog.jpeg\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2\u001b[0m im\u001b[38;5;241m.\u001b[39mthumbnail((\u001b[38;5;241m192\u001b[39m,\u001b[38;5;241m192\u001b[39m))\n\u001b[1;32m 3\u001b[0m display(im)\n",
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+ "File \u001b[0;32m~/Conda/anaconda3/lib/python3.10/site-packages/PIL/Image.py:3227\u001b[0m, in \u001b[0;36mopen\u001b[0;34m(fp, mode, formats)\u001b[0m\n\u001b[1;32m 3224\u001b[0m filename \u001b[38;5;241m=\u001b[39m fp\n\u001b[1;32m 3226\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m filename:\n\u001b[0;32m-> 3227\u001b[0m fp \u001b[38;5;241m=\u001b[39m \u001b[43mbuiltins\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mopen\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilename\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mrb\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3228\u001b[0m exclusive_fp \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m 3230\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n",
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+ "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'dog.jpeg'"
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+ ]
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+ }
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+ ],
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+ "source": [
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+ "im = Image.open('dog.jpeg')\n",
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+ "im.thumbnail((192,192))\n",
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+ "display(im)"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": null,
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+ "id": "056a5744-6972-40de-8a2f-da5cc1c043a1",
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+ "metadata": {},
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+ "outputs": [],
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+ "source": []
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+ }
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+ ],
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+ "metadata": {
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+ "kernelspec": {
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+ "display_name": "Python 3 (ipykernel)",
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+ "language": "python",
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+ "name": "python3"
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+ },
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+ "language_info": {
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+ "codemirror_mode": {
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+ "name": "ipython",
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+ "version": 3
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+ },
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+ "file_extension": ".py",
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+ "name": "python",
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+ "nbconvert_exporter": "python",
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+ "pygments_lexer": "ipython3",
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+ "version": "3.10.9"
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+ }
236
+ },
237
+ "nbformat": 4,
238
+ "nbformat_minor": 5
239
+ }
app.py CHANGED
@@ -8,4 +8,3 @@ def greet(name):
8
  iface = gr.Interface(fn=greet, inputs="text", outputs="text")
9
  iface.launch()
10
 
11
-
 
8
  iface = gr.Interface(fn=greet, inputs="text", outputs="text")
9
  iface.launch()
10
 
 
dog.jpeg ADDED
model.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:64245c123e7abfd4cffca8e7140aa4d51715566d33ac03312a6ae759265e9674
3
+ size 47063185