Video Prediction
Script for Amee Marketing & Trading Company Short Video
(Duration: 45-60 seconds)
Opening Scene (0:00-0:05):
- Visual: Close-up of fresh organic grains spilling gently into a wooden bowl. Sunlight filters through lush green fields.
- Text Overlay: "Nourishing Lives, Naturally."
- Music: Uplifting acoustic melody with a traditional touch.
Scene 1: Organic & Natural Offerings (0:05-0:15):
- Visual: Rapid montage of vibrant vegetables, ripe fruits, aromatic spices, Ayurvedic herbs, and fresh dairy products.
- Voiceover: "At Amee Marketing & Trading, we bring you the purest Vedic organic foods—grains, spices, herbs, and dairy—straight from nature’s bounty."
Scene 2: Engineering & Innovation (0:15-0:25):
- Visual: Split-screen transition:
- Left: Engineers working on agriculture machinery and water treatment systems.
- Right: Automation controls, aquaculture systems, and textile equipment in action.
- Voiceover: "Pioneering sustainable solutions—agriculture engineering, water and wastewater treatment, automation, and industrial innovations."
Scene 3: Waste & Resource Management (0:25-0:35):
- Visual: Waste management systems transforming waste into resources, followed by Roadtech equipment paving roads.
- Text Overlay: "Building a greener future."
- Voiceover: "From waste management to infrastructure, we engineer tomorrow’s world today."
Scene 4: Services & Global Reach (0:35-0:45):
- Visual: Factory assembly line, team meeting, and global map with location pins.
- Voiceover: "As manufacturers, traders, and suppliers, we bridge quality and trust worldwide."
Closing Scene (0:45-0:55):
- Visual: Amee logo fades in over a backdrop of their factory. Contact details appear.
- Text Overlay: "Connect with Us!"
- Phone: +91-8300874712
- Website: www.ameemarketingtredingcompany.in
- Location: Home & Factory (add brief map graphic).
- Voiceover: "Your partner in purity and progress. Contact Amee today!"
End Frame (0:55-1:00):
- Visual: Sunrise over fields with the tagline: "Amee Marketing & Trading – Where Tradition Meets Technology."
Production Notes:
- Music: Blend traditional Indian instruments with modern beats for cross-sector appeal.
- Color Palette: Earthy tones (greens, browns) for organic segments; metallic blues/greys for tech sections.
- Pacing: Quick cuts for energy, but hold 2-3 seconds on contact details.
Perfect for social media ads or website headers! 🌱🚀
Gif credit: MAGVIT
Source: Photo-Realistic Video Prediction on Natural Videos of Largely Changing Frames
Papers
Showing 1–10 of 394 papers
All datasetsKTHMoving MNISTKinetics-600 12 frames, 64x64Human3.6MCityscapes 128x128SynpickVPBAIR Robot PushingCMU Mocap-2CityscapesKITTIVimeo90KCMU Mocap-1
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Struct-VRNN (from Grid-keypoints) | FVD | 395 | — | Unverified |
| 2 | SV2P time-invariant (from Grid-keypoints) | FVD | 253.5 | — | Unverified |
| 3 | SV2P time-invariant (from Grid-keypoints) | FVD | 209.5 | — | Unverified |
| 4 | SAVP (from Grid-keypoints) | FVD | 183.7 | — | Unverified |
| 5 | SVG-LP (from Grid-keypoints) | FVD | 157.9 | — | Unverified |
| 6 | SAVP-VAE (from Grid-keypoints) | FVD | 145.7 | — | Unverified |
| 7 | Grid-keypoints | FVD | 144.2 | — | Unverified |
| 8 | SVG-LP (from SRVP) | Cond | 10 | — | Unverified |
| 9 | SLAMP | Cond | 10 | — | Unverified |
| 10 | SAVP (from SRVP) | Cond | 10 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ConvLSTM | MSE | 103.3 | — | Unverified |
| 2 | PredRNN | MSE | 56.8 | — | Unverified |
| 3 | MIM | MSE | 52 | — | Unverified |
| 4 | PredRNN-V2 | MSE | 48.4 | — | Unverified |
| 5 | Causal LSTM | MSE | 46.5 | — | Unverified |
| 6 | MIM* | MSE | 44.2 | — | Unverified |
| 7 | SA-ConvLSTM | MSE | 43.9 | — | Unverified |
| 8 | LMC | MSE | 41.5 | — | Unverified |
| 9 | E3D-LSTM | MSE | 41.3 | — | Unverified |
| 10 | CrevNet+ConvLSTM | MSE | 38.5 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | LVT | FVD | 224.73 | — | Unverified |
| 2 | OmniTokenizer-AR | FVD | 32.9 | — | Unverified |
| 3 | RaMViD | FVD | 16.46 | — | Unverified |
| 4 | RIN (400 steps) | FVD | 11.5 | — | Unverified |
| 5 | RIN (1000 steps) | FVD | 10.8 | — | Unverified |
| 6 | LARP | FVD | 5.1 | — | Unverified |
| 7 | DVD-GAN-FP | Cond | 5 | — | Unverified |
| 8 | MAGVIT (-L-FP) | Cond | 5 | — | Unverified |
| 9 | MAGVIT (-B-FP) | Cond | 5 | — | Unverified |
| 10 | TriVD-GAN-FP | Cond | 5 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SVG (from Hier-VRNN) | FVD | 1,300.26 | — | Unverified |
| 2 | Hier-VRNN | FVD | 567.51 | — | Unverified |
| 3 | SLAMP | Cond. | 10 | — | Unverified |
| 4 | SRVP | Cond. | 10 | — | Unverified |
| 5 | GHVAEs | Cond. | 2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DVG | FVD | 120.03 | — | Unverified |
| 2 | DVD-GAN-FP | FVD | 109.8 | — | Unverified |
| 3 | Phenaki | FVD | 97 | — | Unverified |
| 4 | MMVG | FVD | 85.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ODE2VAE | Test Error | 10.06 | — | Unverified |
| 2 | ODE2VAE-KL | Test Error | 8.09 | — | Unverified |
| 3 | Latent ODE | Test Error | 5.98 | — | Unverified |
| 4 | Latent SDE | Test Error | 4.03 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ODE2VAE | Test Error | 93.07 | — | Unverified |
| 2 | ODE2VAE-KL | Test Error | 15.99 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MGP-VAE (with geodesic loss) | MSE | 4.5 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SRVP | FVD | 222 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MCnet [villegas2017mcnet] | LPIPS | 0.22 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MGP-VAE (with geodesic loss) | MSE | 61.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SDCNet | Average PSNR | 37.15 | — | Unverified |