Resources
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Cover Image for Exploring SAM 2 and its Variants for Video Object Segmentation
Exploring SAM 2 and its Variants for Video Object Segmentation
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by Dikshant Shah • 6 min read
SAM 2 is a powerful video object segmentation model by Meta AI. We explore some of the variants of it released by the community around it.
Cover Image for How to Build an AI-Powered Dubbing Studio for Your Media Company
How to Build an AI-Powered Dubbing Studio for Your Media Company
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by Akshara Soman • 3 min read
Learn how media companies can build an AI-powered dubbing studio with Sieve’s dubbing pipeline.
Cover Image for Comparing Zero-Shot Object Detection Models: YOLO vs. Florence 2
Comparing Zero-Shot Object Detection Models: YOLO vs. Florence 2
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by Dikshant Shah • 8 min read
Explore the capabilities of YOLOv8 and Florence 2 for zero-shot object detection. Learn how these models perform across various domains and use cases.
Cover Image for Best AI Dubbing Tools of 2025
Best AI Dubbing Tools of 2025
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by Akshara Soman • 8 min read
Explore the best AI dubbing tools of 2025. Learn about their unique features, pricing models, and developer-focused benefits to choose the best fit for your technical and business needs.
Cover Image for How to automatically generate chapters from video and audio
How to automatically generate chapters from video and audio
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by Akshara Soman • 12 min read
Learn how to automatically generate chapters from video and audio files using Sieve’s Transcript Analysis pipeline.
Cover Image for Top 5 Text-to-Speech (TTS) APIs for Developers in 2025
Top 5 Text-to-Speech (TTS) APIs for Developers in 2025
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by Akshara Soman • 4 min read
Compare the best text-to-speech APIs in 2025: Google Cloud TTS, Amazon Polly, IBM Watson, Sieve-TTS, and ElevenLabs. Detailed feature comparison, pricing, and selection guide for developers.
Cover Image for How to Automatically Blur Faces in Videos
How to Automatically Blur Faces in Videos
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by Dikshant Shah • 4 min read
Learn how to build a fast and accurate face blurring pipeline. Perfect for privacy protection and content moderation.
Cover Image for Samurai vs SAM2: A Complete Comparison Guide for Visual Object Tracking
Samurai vs SAM2: A Complete Comparison Guide for Visual Object Tracking
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by Akshara Soman • 4 min read
Compare Samurai and SAM2 (Segment Anything 2) for visual object tracking and learn their key differences, features, and real-world applications.
Cover Image for How to Build a Performant Background Blurring Tool
How to Build a Performant Background Blurring Tool
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by Dikshant Shah • 2 min read
Learn how to build a performant background blurring tool using Sieve.
Cover Image for AI Audio Moderation: How it works and a complete implementation guide
AI Audio Moderation: How it works and a complete implementation guide
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by Akshara Soman • 2 min read
Learn how to implement AI-powered audio moderation to detect harmful content, protect users, and maintain platform safety at scale using Sieve APIs.
Cover Image for How to Build a Long Form Video Repurposing Tool
How to Build a Long Form Video Repurposing Tool
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by Dikshant Shah • 3 min read
Learn how we built a pipeline to generate shorter highlight videos from longer content such as podcasts and educational videos.
Cover Image for What is EchoMimicV2?
What is EchoMimicV2?
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by Akshara Soman • 2 min read
In this blog, we explore EchoMimicV2, showcasing how it brings portraits to life with state-of-the-art audio-driven animation. We cover how it works, its strengths and limitations, and how to run it on Sieve.
Cover Image for YOLO Face Detection vs MediaPipe Face Detection: A Complete Guide
YOLO Face Detection vs MediaPipe Face Detection: A Complete Guide
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by Akshara Soman • 2 min read
Learn how to implement face detection using YOLO and MediaPipe, with a detailed comparison of accuracy, speed, and use cases for each model.
Cover Image for Top 5 Video Background Removal Solutions in 2024
Top 5 Video Background Removal Solutions in 2024
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by Mokshith Voodarla • 2 min read
We compare the best video background removal tools including Sieve, Unscreen, Cutout.pro, Remove.bg, and Replicate to help you choose the right solution for your needs.
Cover Image for How to Detect Scene Cuts in Video with PySceneDetect
How to Detect Scene Cuts in Video with PySceneDetect
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by Mokshith Voodarla • 2 min read
We discuss how to detect scene cuts in video with PySceneDetect, an open-source tool for scene detection.
Cover Image for Top Audio Enhancement Models in 2024
Top Audio Enhancement Models in 2024
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by Mokshith Voodarla • 4 min read
We discuss the top audio enhancement models in 2024 including Adobe Podcast, Auphonic, ai|coustics, Dolby Enhance, Cleanvoice, ElevenLabs, and Resemble Enhance.
Cover Image for What is LivePortrait?
What is LivePortrait?
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by Mokshith Voodarla • 2 min read
LivePortrait is a model for Efficient Portrait Animation with Stitching and Retargeting Control. It transforms static images into lifelike videos. Unlike diffusion-based methods, LivePortrait uses an implicit-keypoint-driven system, delivering high-quality, expressive animations efficiently.