Saptarshi Neil Sinha
PulseAugur coverage of Saptarshi Neil Sinha — every cluster mentioning Saptarshi Neil Sinha across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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Synthetic data pipeline VisionFoundry boosts VLM perception skills · 2 sources tracked
Researchers have developed VisionFoundry, an automated pipeline that uses LLMs and text-to-image models to generate synthetic visual perception data for training vision-language models (VLMs). This synthetic dataset, Vi…
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TinyDETR-Pose enables real-time 6DoF object pose estimation on edge devices
Researchers have developed TinyDETR-Pose, a novel framework for real-time 6DoF object pose estimation on resource-constrained hardware. This end-to-end, single-stage system utilizes a lightweight transformer architectur…
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Human-in-the-loop AI framework reconstructs color in historical lenticular films
Researchers have developed a new human-in-the-loop deep learning framework to improve the color reconstruction of historical lenticular films, such as those made with the Kodacolor process. This framework allows experts…
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Synthetic data pipeline generates annotated training data for scratch detection
Researchers have developed ScratchSim, a procedural synthetic data pipeline using BlenderProc to generate annotated training data for surface scratch detection. This method addresses the challenge of limited annotated d…
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New Pipeline Enables Interactive 3D Asset Segmentation for Content Creation
Researchers have developed a human-in-the-loop pipeline for segmenting 3D assets into a 2D parameterized atlas. This method utilizes SAM 2 and Label Studio for interactive segmentation of rendered views, which are then …