Excited to share my latest Fire FX short, built using an AI-driven production pipeline combining ComfyUI and Nuke. 🔹 Implemented LTX-Video (Image-to-Video) with depth map workflow 🔹 Designed and optimized a custom ComfyUI workflow for video generation, upscaling, and image enhancement 🔹 Used Seed VSR for high-quality image upscaling 🔹 Applied Qwen (Alibaba) for AI-based image editing 🔹 Integrated 30% compositing in Nuke for final polish and production-ready output This project reflects my hands-on experience in: • AI video generation pipelines • LoRA-based workflows • Image & video upscaling • Depth-based animation • AI + traditional compositing integration. Exploring the power of AI-driven VFX pipelines and pushing real-time creative workflows. Open to collaborations and AI content opportunities. #AI #GenerativeAI #ComfyUI #Nuke #VFX #AIVideo #MachineLearning #ImageToVideo #DeepLearning #CreativeAI #AIContent #TechArt
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The landscape of VFX is evolving right before our eyes! Manual keyframing is no longer the bottleneck. With AI now capable of generating seamless animation from simple text prompts, artists are being gifted the most valuable resource of all: time. This isn't about replacing the artist; it's about elevating them. By automating the tedious frame-by-frame technicalities, creators can focus on high-level storytelling, art direction, and world-building. We are entering an era where the speed of your imagination is the only limit. The future of VFX is collaborative, where human intuition meets AI efficiency. Why this matters: • Creative Freedom: Spend less time on the "how" and more on the "why." • Rapid Prototyping: Bring complex visions to life in a fraction of the time. • Lower Barriers: High-end motion is becoming accessible to a broader range of visionaries. #VFX #GenerativeAI #Animation #DigitalArt #FutureOfWork #AIArt #VisualEffects #MotionGraphics #TechInnovation
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VFX houses used to charge $10,000 for this. Now, one tool does it in seconds. I’ve spent 10 years in post-production. I’ve never seen a gap close this fast. Top frame: High-level cinematic VFX look. Bottom frame: Original mobile-shot raw footage. Here is how the old world died: • No massive render farms • No complex node-based compositing • No 3-week waiting periods for a 'V1' Just one AI-powered workflow (using Runway Gen-3 + DaVinci Resolve). The shift isn't just 'faster.' It's technically specific: 1. AI Relight: Simulating high-end ARRI setups on iPhone footage. 2. Depth-Mapping: Creating realistic atmospheric fog without 3D tracking. 3. Temporal Consistency: Keeping the 'look' across 24 frames per second. Harsh Truth: AI isn’t replacing your creative eye. It’s nuking the technical barriers that used to protect the gatekeepers. What used to cost $10k in labor now takes: ↳ 10% Taste ↳ 20% Direction ↳ 70% Tool Literacy We’re entering the 'Era of the Solo Studio.' Execution speed is now the only moat. If you can iterate 10x faster than a VFX house, you win. But here’s the nuance: AI is still a ‘stylistic lottery.’ You need the right prompts and a refined grading process to avoid the ‘AI plastic look.’ I’ve documented the exact 4-step workflow I used to create the top frame: 1. Depth Estimation (Leiapix/Runway) 2. Neural Color Match (DaVinci) 3. Grain Overlay (To break the digital smoothness) 4. AI Upscaling (Topaz Video AI) Want the full technical breakdown for this transformation? Comment "VFX" below and I'll DM you the workflow guide. AI filmmaking isn’t coming. It’s already here. 🎬🚀
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The traditional VFX pipeline is evolving. Over the weekend, I ran a quick R&D sprint at Akshar Entertainment to see how Generative AI accelerates our workflow for cinematic shots like this wolf sequence. 🐺✨ Here is our new Hybrid AI + VFX Pipeline breakdown: 1. AI Generation (Zero to Render): Used Google Gemini Veo to generate the core cinematic sequence, bypassing weeks of manual 3D asset creation and animation. 2. VFX Integration & LookDev: While the base generation was done via Google Veo, the real magic happened in After Effects. This is where we did the final LookDev, color grading, and compositing to lock in the specific mood and hit that production-ready cinematic quality. 3. Production-Ready Output: Achieved a high-end, beautiful output tailored for film and advertising in a fraction of the traditional time. The real win? AI isn't replacing the VFX artist; it’s giving Creative Directors a superpower to iterate 10x faster, eliminate tedious manual labor, and drastically cut studio costs without compromising quality. I'd love to hear from other studio heads and CTOs - how are you currently integrating AI into your commercial and film pipelines? 👇 #GenerativeAI #VFXPipeline #GoogleVeo #AfterEffects #AICreativeDirector #Advertising #Filmmaking #TechLeadership #AksharEntertainment
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The traditional VFX pipeline is evolving. Over the weekend, I ran a quick R&D sprint at Akshar Entertainment to see how Generative AI accelerates our workflow for cinematic shots like this wolf sequence. 🐺✨ Here is our new Hybrid AI + VFX Pipeline breakdown: 1. AI Generation (Zero to Render): Used Google Gemini Veo to generate the core cinematic sequence, bypassing weeks of manual 3D asset creation and animation. 2. VFX Integration & LookDev: While the base generation was done via Google Veo, the real magic happened in After Effects. This is where we did the final LookDev, color grading, and compositing to lock in the specific mood and hit that production-ready cinematic quality. 3. Production-Ready Output: Achieved a high-end, beautiful output tailored for film and advertising in a fraction of the traditional time. The real win? AI isn't replacing the VFX artist; it’s giving Creative Directors a superpower to iterate 10x faster, eliminate tedious manual labor, and drastically cut studio costs without compromising quality. I'd love to hear from other studio heads and CTOs - how are you currently integrating AI into your commercial and film pipelines? 👇 #GenerativeAI #VFXPipeline #GoogleVeo #AfterEffects #AICreativeDirector #Advertising #Filmmaking #TechLeadership #AksharEntertainment
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Welcome to the future of filmmaking with AI! AIM VFX is changing the game by integrating AI into video production, enhancing Unreal Engine's brilliant cinematics. This is not just about visual effects – it’s a storytelling revolution. From supercharging workflows and creating hyperreal digital environments to assisting with editing, AI is reshaping the cinematic landscape. Automation cuts down production time, while AI’s realism takes us closer than ever to life-like experiences. But AI also ushers in a new era of narrative creativity. Imagine dynamic storylines that alter according to viewers' interactions, or complex characters displaying nuanced emotions through sophisticated AI-enabled animations. As we gaze at the future, expect AI to become more ingrained with Unreal Engine in filmmaking, with its increasing use in pre-visualization and real-time VFX adjustments. AIM VFX is not only tracking these trends, but actively shaping them. Don’t let your brand fall behind; embrace AI and let it transform your storytelling. Explore how we can make this possible on our website. To the next frontier of cinematic journey with AIM VFX! #AIMVFX #UnrealEngine #ArtificialIntelligence #StorytellingRevolution Continue reading on the AIM VFX blog https://lnkd.in/gQCrQVBF
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🔬 Visualizing Biological Impact Using Generative AI As an experiment in AI-driven visual storytelling, I created a short 3D cinematic animation that simulates the internal physiological impact of beer consumption — specifically fat cell expansion and cholesterol accumulation. The objective was not just creative output, but structured prompt engineering to control: • Character design (anthropomorphic beer model) • Environment simulation (microscopic bloodstream & adipose tissue) • Cause-effect animation logic (carbohydrate energy → fat cell enlargement) • Cinematic constraints (static 9:16 framing, depth-of-field control, volumetric lighting) • Controlled narrative dialogue in Telugu for regional engagement This project demonstrates how text-to-video AI systems can be guided with: Hierarchical prompt structuring Conditional action logic Environmental state transitions Visual consistency constraints Output quality optimization (UE5-style rendering cues) The result is a short-form cinematic health awareness animation generated entirely using AI-powered text-to-video workflows. This highlights an emerging intersection of: Generative AI Prompt Engineering Simulation-based storytelling Health-tech visualization Short-form algorithmic content design Interested in exploring how structured prompt design can drive controllable generative outputs at scale. Would appreciate thoughts from the AI community. 🎬 Made with AI (Text-to-Video Generation + Structured Prompt Engineering) #AI #GenerativeAI #PromptEngineering #3DAnimation #HealthAwareness #DigitalCreativity #ContentCreation #Innovation
Beer Inside Your Bloodstream (3D Animation)
https://www.youtube.com/
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Between jazz and algorithms, a detective appeared. Some people believe AI will destroy creativity.. I’m not so sure 🎷 This short noir microfilm explores what happens when AI tools are used as a creative filmmaking pipeline, combining image generation, video models, and elements of 3D production. Built using tools like Weavy, Black Forest Labs, Runway, ByteDance, and open-source video models, combined with elements of 3D workflows in Blender. This was also my first assignment for the AI Animation course from Curious Refuge. Learning from the best! Ludovit Nastisin Albert Bozesan 🙌 Still experimenting, still refining — but the idea is simple: What if a single creator could build an entire animated noir universe? Curious if people think characters like Jazz-007 could become real AI-generated franchises. #AIAnimation #AIArtists #Jazz #AIMusic #Creativity
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AI is powerful. But without control, it’s just noise. What if generative tools behaved like real departments on set? Driven by performance. Camera language. Direction. We’ve built a workflow where directors direct an actor’s performance, a DoP operates the camera — handheld, dolly, crane, tracking vehicle or aerial — and movement is captured and translated into a fully controllable generative world. From there, our pipeline does what it’s told. Whether through external models or secure offline systems, nothing is guessed. Everything is intentional. As a VFX studio, we know that quality lives in the details. In animation. In concept. In execution. Control is not optional. It’s what separates brands from noise. That’s why, for us, generative tools are not a shortcut. They are part of a larger production ecosystem that integrates seamlessly into fully digital and hybrid productions alike. Same performance. Same camera move. Same authorship. From macro shots to intimate handheld to large-scale cinematic motion: Infinite worlds. For us, this is the next step in visual production and VFX: not replacing craft, but scaling it. This is just a first glimpse. Stay tuned for more! #AI #VirtualProduction #VFX #Previz #Animation #UnrealEngine #EpicGames #Vicon #FacewareTechnologies #MetaHuman #CreativeTechnology #DigitalProduction #Filmmaking
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Higgsfield AI costs half the price of After Effects. Instead of keyframing and using effects, you can generate a logo or kinetic text animation in minutes with a single prompt. No Motion knowledge needed. It looks like anyone with a subscription should be able to do our job for half the price. So what's stopping them from doing that? #motiondesign #genai
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AI is powerful. But without control, it’s just noise. What if generative tools behaved like real departments on set? Driven by performance. Camera language. Direction. We’ve built a workflow where directors direct an actor’s performance, a DoP operates the camera — handheld, dolly, crane, tracking vehicle or aerial — and movement is captured and translated into a fully controllable generative world. From there, our pipeline does what it’s told. Whether through external models or secure offline systems, nothing is guessed. Everything is intentional. As a VFX studio, we know that quality lives in the details. In animation. In concept. In execution. Control is not optional. It’s what separates brands from noise. That’s why, for us, generative tools are not a shortcut. They are part of a larger production ecosystem that integrates seamlessly into fully digital and hybrid productions alike. Same performance. Same camera move. Same authorship. From macro shots to intimate handheld to large-scale cinematic motion: Infinite worlds. For us, this is the next step in visual production and VFX: not replacing craft, but scaling it. This is just a first glimpse. Stay tuned for more! #AI #VirtualProduction #VFX #Previz #Animation #Vicon #FacewareTechnologies #CreativeTechnology #DigitalProduction #Filmmaking
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Can u share workfkow, buddy 👀