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openai-cookbook/examples/GPT_with_vision_for_video_u...

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Processing and narrating a video with GPT's visual capabilities and the TTS API\n",
"\n",
"This notebook demonstrates how to use GPT's visual capabilities with a video. GPT-4 doesn't take videos as input directly, but we can use vision and the new 128K context window to describe the static frames of a whole video at once. We'll walk through two examples:\n",
"\n",
"1. Using GPT-4 to get a description of a video\n",
"2. Generating a voiceover for a video with GPT-4 and the TTS API\n"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from IPython.display import display, Image, Audio\n",
"\n",
"import cv2 # We're using OpenCV to read video, to install !pip install opencv-python\n",
"import base64\n",
"import time\n",
"from openai import OpenAI\n",
"import os\n",
"import requests\n",
"\n",
"client = OpenAI()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 1. Using GPT's visual capabilities to get a description of a video\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"First, we use OpenCV to extract frames from a nature [video](https://www.youtube.com/watch?v=kQ_7GtE529M) containing bisons and wolves:\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"618 frames read.\n"
]
}
],
"source": [
"video = cv2.VideoCapture(\"data/bison.mp4\")\n",
"\n",
"base64Frames = []\n",
"while video.isOpened():\n",
" success, frame = video.read()\n",
" if not success:\n",
" break\n",
" _, buffer = cv2.imencode(\".jpg\", frame)\n",
" base64Frames.append(base64.b64encode(buffer).decode(\"utf-8\"))\n",
"\n",
"video.release()\n",
"print(len(base64Frames), \"frames read.\")\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Display frames to make sure we've read them in correctly:\n"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display_handle = display(None, display_id=True)\n",
"for img in base64Frames:\n",
" display_handle.update(Image(data=base64.b64decode(img.encode(\"utf-8\"))))\n",
" time.sleep(0.025)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Once we have the video frames, we craft our prompt and send a request to GPT (Note that we don't need to send every frame for GPT to understand what's going on):\n"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Title: \"Survival in the Snow: The Thrilling Hunt of Wolves vs Bison\"\n",
"\n",
"Description: \"Immerse yourself in the raw beauty and sheer force of nature with this gripping video showcasing a pack of wolves on the hunt in a snow-covered wilderness. Witness the intense struggle for survival as these cunning predators work together to challenge a formidable bison. This rare footage captures the heart-pounding dynamics between hunter and prey amidst a stunning winter landscape. Every frame is a testament to the resilience and instinct that drives the wild. Watch the dance of life and death unfold in this captivating display of wildlife interaction. Don't forget to like, share, and subscribe for more breathtaking nature encounters!\"\n",
"\n",
"Remember to respect wildlife and consider the sensitivity of some viewers when sharing content like this. It's important to provide educational or scientific context to help viewers understand the natural behaviors of wildlife within their ecosystems.\n"
]
}
],
"source": [
"PROMPT_MESSAGES = [\n",
" {\n",
" \"role\": \"user\",\n",
" \"content\": [\n",
" \"These are frames from a video that I want to upload. Generate a compelling description that I can upload along with the video.\",\n",
" *map(lambda x: {\"image\": x, \"resize\": 768}, base64Frames[0::50]),\n",
" ],\n",
" },\n",
"]\n",
"params = {\n",
" \"model\": \"gpt-4-vision-preview\",\n",
" \"messages\": PROMPT_MESSAGES,\n",
" \"max_tokens\": 200,\n",
"}\n",
"\n",
"result = client.chat.completions.create(**params)\n",
"print(result.choices[0].message.content)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## 2. Generating a voiceover for a video with GPT-4 and the TTS API\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's create a voiceover for this video in the style of David Attenborough. Using the same video frames we prompt GPT to give us a short script:\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"In the vast expanse of the snow-covered plains, drama unfolds as the circle of life pits two remarkable species in a struggle for survival. Here we see a pack of wolves, these cunning predators have isolated a bison from the herd, their strategy is as brutal as it is effective.\n",
"\n",
"The wolves work in unison, each member knows its role. Harassing and tiring their prey is their game. As the bison fights to fend off the attackers from every direction, its strength and stamina dwindle. The relentless wolves, embodying resilience and perseverance, continue their assault. Such encounters can last for many exhausting hours under the cold gaze of the winter sun.\n",
"\n",
"As the struggle continues, the snow beneath them is churned into a blizzard of powder. The bison, desperate to protect its own life, swings its massive head, trying to keep the wolves at bay. But the pack senses victory - every snap of their jaws is measured, every darting movement calculated.\n",
"\n",
"Despite the bison's formidable size and power, the wolves' tireless tactics begin to take their toll. Inevitably, nature's harsh judgement descends, and the balance between life and death tips.\n",
"\n",
"As the bison finally succumbs, the wolves secure their meal - essential nourishment that will keep the pack alive in this frigid wilderness. This is a raw display of nature's rule: only the fittest will survive the relentless churn of the seasons.\n",
"\n",
"As the pack claims their hard-won prize, we are reminded of the grueling reality for wildlife in these frozen lands. Life here is a relentless quest for survival, and for these wolves, today's success is but a momentary respite in the eternal struggle of the wild.\n"
]
}
],
"source": [
"PROMPT_MESSAGES = [\n",
" {\n",
" \"role\": \"user\",\n",
" \"content\": [\n",
" \"These are frames of a video. Create a short voiceover script in the style of David Attenborough. Only include the narration.\",\n",
" *map(lambda x: {\"image\": x, \"resize\": 768}, base64Frames[0::60]),\n",
" ],\n",
" },\n",
"]\n",
"params = {\n",
" \"model\": \"gpt-4-vision-preview\",\n",
" \"messages\": PROMPT_MESSAGES,\n",
" \"max_tokens\": 500,\n",
"}\n",
"\n",
"result = client.chat.completions.create(**params)\n",
"print(result.choices[0].message.content)\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we can pass the script to the TTS API where it will generate an mp3 of the voiceover:\n"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" <audio controls=\"controls\" >\n",
" <source src=\"data:audio/wav;base64,ewogICAgImVycm9yIjogewogICAgICAgICJtZXNzYWdlIjogIkluY29ycmVjdCBBUEkga2V5IHByb3ZpZGVkOiBzay1mb2oxQSoqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKioqKjZsV2guIFlvdSBjYW4gZmluZCB5b3VyIEFQSSBrZXkgYXQgaHR0cHM6Ly9wbGF0Zm9ybS5vcGVuYWkuY29tL2FjY291bnQvYXBpLWtleXMuIiwKICAgICAgICAidHlwZSI6ICJpbnZhbGlkX3JlcXVlc3RfZXJyb3IiLAogICAgICAgICJwYXJhbSI6IG51bGwsCiAgICAgICAgImNvZGUiOiAiaW52YWxpZF9hcGlfa2V5IgogICAgfQp9Cg==\" type=\"audio/wav\" />\n",
" Your browser does not support the audio element.\n",
" </audio>\n",
" "
],
"text/plain": [
"<IPython.lib.display.Audio object>"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"response = requests.post(\n",
" \"https://api.openai.com/v1/audio/speech\",\n",
" headers={\n",
" \"Authorization\": f\"Bearer {os.environ['OPENAI_API_KEY']}\",\n",
" },\n",
" json={\n",
" \"model\": \"tts-1-1106\",\n",
" \"input\": result.choices[0].message.content,\n",
" \"voice\": \"onyx\",\n",
" },\n",
")\n",
"\n",
"audio = b\"\"\n",
"for chunk in response.iter_content(chunk_size=1024 * 1024):\n",
" audio += chunk\n",
"Audio(audio)\n"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "openai",
"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": "3.9.16"
}
},
"nbformat": 4,
"nbformat_minor": 2
}