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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


Accelerating EfficientDet-Lite with TensorRT on NVIDIA GPUs
GitHub: https://github.com/namas191297/efficientdetlite I'm excited to share my latest open-source project: an implementation of...
Namas Bhandari
Nov 7, 20242 min read


Estimating Golf Swings Using RTMO Pose Estimation
Golf is a sport where technique and precision are crucial. Analyzing a golf swing can help players improve their performance...
Namas Bhandari
Jun 13, 20241 min read


The Era of Oriented Bounding Boxes
In the dynamic realm of computer vision, object detection has been a game-changer. From spotting pedestrians to pinpointing vehicles, the...
Namas Bhandari
Jan 12, 20242 min read


Exploring the World of Gesture Control with MMPose and Computer Vision
Today, let's dive into something super cool I've been working on: Gesture Control using MMPose. It's like stepping into a sci-fi movie,...
Namas Bhandari
Dec 3, 20232 min read


Quantization in AI - What is it and why no one talks about it?
I recently ventured into the world of "quantization" in AI, and it's like discovering a secret ingredient in tech! Let me break it down...
Namas Bhandari
Nov 28, 20232 min read


Embracing the Art of AI: My Journey in Computer Vision
Introduction Hello world! I'm Namas, a passionate Computer Vision Engineer with a Master's degree specializing in Machine Learning and...
Namas Bhandari
Nov 14, 20232 min read
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