Introducing AI-Shorts-Creator: The Future of Video Editing
AI-Shorts-Creator is an innovative and powerful tool crafted for content creators, podcasters, and video enthusiasts who wish to streamline their video editing process. This project harnesses the capabilities of modern technology to automate the extraction of the most engaging moments from their videos.
Key Features and Benefits
-
Automatic Extraction of Captivating Segments: AI-Shorts-Creator utilizes the advanced language model, GPT-4, to intelligently sift through video transcripts and identify the viral, exciting moments worthy of sharing with the world.
-
Precise Video Cropping: By leveraging tools like FFmpeg and OpenCV, it automatically crops the video. This functionality ensures that users can focus on key highlights, thus enhancing the viewer's experience by delivering content that is both engaging and succinct.
-
Time-Saving Automation: One of the standout features of AI-Shorts-Creator is its ability to eliminate the time-consuming, manual search for interesting snippets. Users can now say goodbye to tedious editing sessions.
-
Wide Compatibility: The tool works seamlessly with a variety of video formats, ensuring maximum compatibility and making it a versatile solution for all users.
-
Enhanced Viewer Experience: By delivering perfectly cropped highlights, AI-Shorts-Creator enriches the audience's viewing experience, making each video not just a clip but an artfully crafted story.
How to Get Started
To start using AI-Shorts-Creator, here are the steps one needs to follow:
-
Install Required Libraries: Make sure Python 3.x is installed. Then, run the command
pip install -r requirements.txt
to install necessary libraries such aspytube
,opencv-python
,openai
, andyoutube-transcript-api
. -
FFmpeg Installation: Install FFmpeg according to your operating system. Ensure the
ffmpeg
command can be accessed from the command line. -
API Setup: Configure your OpenAI API key by entering it in the script where
openai.api_key = ''
. -
Video ID Modification: In the
main()
function, change thevideo_id
variable to the YouTube video ID you wish to process. -
Run the Script: Execute the script by running
python auto_cropper.py
. This will download the YouTube video, analyze its transcript, extract the most engaging sections, and crop them to focus on the most interesting parts.
How It Works
-
Video Downloading: The
download_video(url, filename)
function handles downloading YouTube videos given a URL and a specified filename. -
Segment Analysis: Using GPT-4, the
segment_video(response)
function identifies sections of the video that are particularly interesting. -
Face Detection: The
detect_faces(video_file)
function utilizes face detection technology to identify faces within the video, allowing for more precise cropping. -
Video Cropping and Adjustment: The
crop_video(faces, input_file, output_file)
crops the areas around detected faces, while theadjust_focus(frame, talking)
function applies visual adjustments to emphasize speakers.
Experience Enhanced Video Editing
AI-Shorts-Creator is still a work in progress, so users might encounter some bugs. However, its transformative potential is undeniable. By simplifying the process of video editing and ensuring the highest quality content reaches the audience, AI-Shorts-Creator might just be the tool to revolutionize content creation. Start using AI-Shorts-Creator today and explore the full potential of your videos!