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Running SOTA Whole-Body Pose Estimation with a single command
If you've worked with pose estimation models from MMPose, you know the drill - clone the repo, install PyTorch, install mmcv, install mmpose, pray that the CUDA versions align, and then figure out the config system. For deployment or quick prototyping, that's way too much friction. I went through the same thing with CIGPose , a recent pose estimator that uses causal intervention to handle occlusion better than anything else out there right now (67.5 Whole AP on COCO-WholeBody
Namas Bhandari
Mar 163 min read


RTMO-ORT: A Tiny ONNX Runtime Wrapper for RTMO from MMPose - RTMO in Minutes
RTMO-ORT inference — RTMO-M (COCO, 640×640). I put together rtmo-ort , a tiny wrapper that runs RTMO (MMPose) with pure ONNX...
Namas Bhandari
Aug 30, 20251 min read


An Agent in Action: Utilizing a Stock Price Retrieval Tool with smolagents (HuggingFace Agents Course)
This video highlights my agent in action that utilises a custom stock price retrieval tool to obtain stock prices from NSE - using the...
Namas Bhandari
Feb 11, 20252 min read


Converting YOLOv8 PyTorch Models to ONNX with Integrated Pre/Post-Processing
Python File: https://github.com/namas191297/yolov8-segmentation-end2end-onnxruntime/blob/main/add_postprocessing_yolov8.py In this...
Namas Bhandari
Dec 8, 20242 min read
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