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  2. /Model
  3. /GPTProto
  4. /video-watermark-remover
GPTProto
Video Watermark Remover
$ 
The video watermark remover v2.1 uses 3D-Flow and GAN backbones to erase logos while maintaining temporal consistency. Process 4K video at 1:1 speeds with sub-pixel inpainting that eliminates jitter across moving frames for professional results.

Modalities

Input: Video
Output: Video

Input

Output

Your browser does not support the video tag.
API Usage Examples
$ 
curl --request POST "https://gptproto.com/api/v3/gptproto/video-watermark-remover/video-to-video" \
  --header "Authorization: Bearer $GPTPROTO_API_KEY" \
  --header "Content-Type: application/json" \
  --data '{
    "video": ""
  }'
Video Watermark Remover pricing

Start from the cost of a single sample and pick a testing budget.

GPTProto · Price est.

Estimated from the rate card. Final charges may vary.

No extra settings

Cost per request$0.0500

Top up

GPTProto vs official pricing.
Requests
You pay$100
You receive$100.00
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Key Video Watermark Remover Capabilities

Advanced features that make this video watermark remover the industry leader for clean, artifact-free video inpainting.

Temporal Consistency Masking

Uses a 3D-Flow mechanism to ensure the removed area doesn't flicker, maintaining stability across the video timeline.

Zero-Shot Auto-Detection

Automatically identifies watermark positions in the video frame without requiring manual bounding boxes or coordinates.

GAN-Powered Sub-pixel Inpainting

Reconstructs video textures using a GAN backbone for a 34.2 dB PSNR, ensuring the background looks natural.

Dynamic Object Tracking

Tracks moving logos or floating text across the video using optical flow to ensure clean erasure of dynamic elements.

Video Watermark Remover FAQ & Technical Guide

Answers about using the video watermark remover for logo deletion, temporal consistency, and API integration for automated workflows.

How does this video watermark remover ensure stability?

This video watermark remover utilizes a sophisticated 3D-Flow mechanism specifically engineered to solve the 'jitter' problem common in traditional inpainting. By analyzing the temporal axis, the model ensures that the inpainted pixels remain stable from one video frame to the next. This results in a professional-grade video output with a Peak Signal-to-Noise Ratio (PSNR) of 34.2 dB, ensuring the removed area blends perfectly.

Can the video watermark remover handle 4K resolution?

Yes, the video watermark remover is fully capable of processing high-resolution video up to 4K (3840 x 2160). While standard 1080p video processing is billed at a base rate, 4K video requires a 2x multiplier due to the increased computational load on the GPU cluster. The model maintains its structural similarity (SSIM) of 0.96 even at these higher resolutions, making it ideal for professional video restoration and broadcast media.

Does the video watermark remover support auto-detection?

The video watermark remover features a Zero-Shot Auto-Detection mode. This means the model can scan the video to identify common watermark placements like corner logos or center overlays without requiring manual coordinates. For developers, this simplifies the API call significantly. You simply set the mode to 'auto_detect' and the vision-transformer backbone handles the identification and subsequent erasure of the watermark.

Is my data safe with this video watermark remover?

We prioritize data privacy for all video watermark remover tasks. All video files are processed in volatile memory on our secure GPU nodes. Once the video processing is complete and you have retrieved the output, the source and result files are immediately deleted. We do not use your video content to train our models, ensuring that sensitive property videos or unreleased broadcast footage remain completely confidential at all times.

What is the cost for video watermark remover usage?

Usage of the video watermark remover is billed per second of video processed rather than by token. The standard rate is $0.005 per second for 720p or 1080p video. If you are processing 4K video, the rate is $0.01 per second. We also offer a 30% batch discount for high-volume users processing more than 1,000 minutes of video per month. Our spot-instance scheduling helps keep these costs roughly 15% lower than the original vendor.

Why use this video watermark remover over frame tools?

Generic image inpainters process video one frame at a time, which leads to flickering because the model doesn't 'remember' the previous frame. This video watermark remover is a native video-to-video model. It uses temporal consistency masking to look at surrounding frames, ensuring a smooth transition. This results in a VMAF score of 91.5, which is significantly higher than what you would achieve with frame-by-frame image tools.

GPT Proto

Empowering AI Innovation with Global Scale and Stability:

With our flagship product GPT Proto, we offer a unified interface to access and combine APIs from the world's leading AI providers—spanning text, vision, speech, and beyond. We empower developers and enterprises to simplify integration and accelerate innovation without limits.

Global Infrastructure, Local Compliance:

To ensure enterprise-grade reliability and compliance, Talent Tech Global Limited operates specifically as our global Billing and Contracting Entity. Meanwhile, our core technical infrastructure and R&D teams are strategically distributed across global innovation hubs, including Silicon Valley, Singapore, and Hong Kong.

Built to Scale:

We understand that stability is paramount. Our platform is built on a robust, decentralized architecture supporting dynamic Auto-scaling. Whether you are running a pilot or handling millions of concurrent requests, our system expands instantly to meet demand—guaranteeing that your business never outgrows our infrastructure.

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