These smart AI tools leverage sophisticated models to address complex tasks, making a significant impact.
It's no coincidence that many AI-driven programs are open source and free. This stems from their origins in academia, where free software licenses are standard to encourage collaboration and progress.
This discussion focuses not on AI frameworks and libraries, but on practical and useful AI applications for your own computer. AI includes methods like neural networks, machine learning, deep learning, and natural language processing. The following compilation covers all these approaches.
Traditionally, 3D scanning involves lasers to capture real objects and create files for CAD and animation programs. However, with Meshroom, this process is simplified and achievable on a smaller scale using standard smartphones or digital cameras. Meshroom, an open-source software based on the photogrammetric libraries of Alicevision, runs on Windows (64-bit). It analyzes image series to reconstruct the shape of the photographed object and generates a 3D mesh file.
This free video editor has integrated AI tools for the past two years. Its motion tracking feature automatically identifies and tracks objects in video clips, allowing users to apply masks and targeted effects to these objects. For instance, this can be used to pixelate specific elements within a video.
Spleeter is an AI tool designed to decompose pre-mixed music into individual tracks. First introduced two years ago, it has garnered significant attention for its ability to split MP3 files into two, four, or five separate tracks using pre-trained models. Spleeter can identify and separate categories such as vocals, bass, drums, and rhythm sections. This command-line tool leverages TensorFlow for data stream analysis and Ffmpeg for isolating tracks into individual MP3 files.
Developed by the French streaming service Deezer, Spleeter benefits from extensive training on their licensed pop music catalog, which is used for pattern recognition. While this training data is available for free personal use, it requires separate installation.
Microsoft is integrating AI techniques into its programs through its extensive data centers, with the goal of improving everyday applications. One notable feature is the Edge web browser's ability to automatically upscale images and videos. This functionality provides impressive results, particularly on high-resolution screens, although its long-term benefits are yet to be fully determined.
Transforming spoken and recorded words into accurate transcriptions is now more efficient than ever. Vosk, an AI framework built on the Kaldi speech recognition engine, is an open-source project developed by Johns Hopkins University.
Digikam, a robust photo management tool with over 15 years of development, originally designed for Linux and now frequently ported to Windows, offers extensive capabilities for organizing large photo collections. Beyond basic sorting by albums, tags, and keywords, Digikam includes advanced features such as AI-driven face recognition and automatic image quality grading.
To operate the above 6 free AI tools locally on your PC more smoothly, you may need an AI PC. AI PC refers to a personal computer specifically designed with hardware and software to support artificial intelligence (AI) applications and tasks.
The concept of an AI PC emerged in late 2023 as companies like Intel and AMD introduced it as a new era in computing. An AI PC typically features a central processing unit (CPU), a graphics processing unit (GPU), and a neural processing unit (NPU), which is dedicated to accelerating AI and machine learning processes.
Giada also released its new AI PC N601. The AI PC is powered by Intel's AI-capable Meteor Lake Ultra 5/Ultra 7 processors. With up to 34 TOPS computing capability, the N601 can efficiently handle various AI tasks locally, enhancing workplace efficiency and privacy.
Let's embrace the era of AI PC together. Try these AI tools locally on your computer. Any questions, welcome to contact with Giada!
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