AI Color Grading
Post-ProductionUsing artificial intelligence to automatically match, correct, or apply color grades to video footage. AI analyzes reference images or style targets to generate LUTs and color adjustments.
AI Upscaling
Post-ProductionUsing neural networks to increase video resolution beyond its original capture quality. AI super-resolution adds detail and sharpness that wasn't in the original footage.
Automated Transcription
AudioAI-powered speech-to-text conversion that generates written transcripts from audio or video files. Modern systems achieve 90-95% accuracy for clear speech.
B-Roll Generation
ProductionUsing AI tools to create supplementary footage, backgrounds, or visual elements that support the main narrative without requiring traditional filming.
CRAFT Framework
WorkflowA structured approach to building effective AI prompts: Context, Role, Action, Format, Tone. Designed to help video professionals get better results from AI tools.
Compositing
VFXThe process of combining visual elements from separate sources into single images or video frames. AI-powered compositing automates tasks like edge detection, light matching, and seamless blending.
Content-Aware Fill
VFXAn AI technique that intelligently fills in removed areas of video frames by analyzing surrounding visual content. Used for wire removal, object removal, and frame extension.
Deepfake
EthicsAI-generated synthetic media where a person's likeness is convincingly replaced with another's. Can be used ethically (with consent for creative purposes) or unethically (misinformation, non-consensual imagery).
Diffusion Model
TechnologyA type of generative AI that creates images or video by gradually removing noise from random patterns. Used by tools like Stable Diffusion, Midjourney, and many video generation models.
Face Swap
VFXAI technology that replaces one person's face with another in video footage. Has legitimate uses (stunt doubles, de-aging) and controversial applications (deepfakes).
Frame Interpolation
Post-ProductionAI technique that generates intermediate frames between existing frames to increase frame rate or create slow-motion effects without traditional high-speed capture.
Generative AI
TechnologyArtificial intelligence systems that create new content (images, video, music, text) rather than analyzing existing content. Includes text-to-image, text-to-video, and image-to-video models.
GPU (Graphics Processing Unit)
TechnologySpecialized hardware that accelerates AI computation. Essential for running local AI tools and models. NVIDIA GPUs with CUDA support are most commonly used for AI video work.
Hallucination
TechnologyWhen an AI system generates content that is plausible-looking but factually incorrect or physically impossible. In video, this may appear as distorted anatomy, impossible physics, or inconsistent objects.
Image-to-Video
ProductionAI technique that animates a still image into video footage. The AI infers motion, depth, and camera movement from a single image to create a short video clip.
Inpainting
VFXAI technique that fills in missing or removed parts of an image or video frame with contextually appropriate content. Used for object removal, restoration, and creative editing.
LoRA (Low-Rank Adaptation)
TechnologyA technique for fine-tuning AI models on specific styles, subjects, or concepts without retraining the entire model. Allows creators to customize AI output for consistent visual styles.
LUT (Look-Up Table)
Post-ProductionA mathematical formula that transforms color values in video. AI can generate custom LUTs based on reference images or mood descriptions, automating color grading workflows.
Motion Capture (AI-enhanced)
ProductionAI-powered systems that track human movement from standard video without specialized suits or markers. Enables affordable motion capture for animation and VFX.
Neural Network
TechnologyA computing system inspired by biological neural networks. The foundation of modern AI, neural networks learn patterns from data to perform tasks like image recognition, generation, and video analysis.
Neural Rendering
VFXUsing neural networks to generate photorealistic images and video from 3D scenes, point clouds, or other data representations. Enables real-time high-quality rendering.
Noise Reduction (AI)
Post-ProductionUsing AI to remove unwanted noise from audio or video. AI noise reduction can distinguish between signal and noise more effectively than traditional algorithms.
Object Tracking
ProductionAI automatically following and tracking objects or people across video frames. Used for VFX integration, automated editing, sports analysis, and surveillance.
Optical Flow
TechnologyAI technique that calculates motion between video frames. Used for frame interpolation, stabilization, and motion analysis.
Prompt Engineering
WorkflowThe skill of crafting effective text instructions for AI tools. In video production, this includes describing visual styles, camera movements, lighting, and emotional tones.
NeRF (Neural Radiance Field)
VFXAn AI technique that creates 3D scenes from 2D photographs. Enables virtual camera movements through real-world spaces captured with ordinary cameras.
Rotoscoping (AI)
VFXAI-automated process of isolating subjects from backgrounds in video footage, frame by frame. Dramatically reduces the time required for this traditionally manual VFX task.
Scene Detection
Post-ProductionAI that automatically identifies cuts, transitions, and scene changes in video footage. Used for automated editing, content analysis, and metadata generation.
Stable Diffusion
TechnologyAn open-source AI model for generating images from text descriptions. Widely used in video production for concept art, storyboards, textures, and visual development.
Style Transfer
VFXAI technique that applies the visual style of one image or video to another. Can transform footage to look like paintings, drawings, or match specific cinematic looks.
Super Resolution
Post-ProductionAI technique that enhances image or video resolution beyond the original capture quality, adding realistic detail through learned visual patterns.
Synthetic Media
EthicsAny media (audio, video, images, text) that is partially or fully generated by AI. Includes AI-generated video, deepfakes, voice cloning, and AI-composed music.
Text-to-Image
ProductionAI systems that generate images from text descriptions. Tools include Midjourney, DALL-E, and Stable Diffusion. Used in video for concept art, storyboards, and asset creation.
Text-to-Speech (TTS)
AudioAI that converts written text into natural-sounding speech. Modern TTS can mimic specific voices, emotions, and speaking styles for narration and voiceover.
Text-to-Video
ProductionAI systems that generate video clips from text descriptions. Tools include Runway Gen-3, Pika, Kling, and Sora. Quality and length are improving rapidly.
Transformer
TechnologyA neural network architecture that excels at understanding context and relationships in data. The foundation of modern language models and increasingly used in video generation.
Uncanny Valley
EthicsThe unsettling feeling humans experience when AI-generated or synthetic humans look almost but not quite real. A key challenge for deepfakes and digital human creation.
Video-to-Video
ProductionAI that transforms existing video footage by applying style changes, effects, or modifications while maintaining the original motion and structure.
Virtual Production
ProductionProduction techniques using real-time rendering, LED volumes, and AI-driven environments to create immersive backgrounds during filming, replacing green screen workflows.
Voice Cloning
AudioAI technology that creates a synthetic replica of a specific person's voice. Requires careful ethical consideration regarding consent and disclosure.
Whisper
AudioOpenAI's open-source speech recognition model. Widely used for automated transcription in video production due to its accuracy and multilingual support.
Zero-Shot Learning
TechnologyAn AI's ability to perform tasks it wasn't specifically trained for. In video, this means AI tools can handle novel visual scenarios without additional training data.