mircodemarchi

pytorch_profiler_parser

parser script to process pytorch autograd profiler result, convert json file to excel.

AutoFlow

Bring your AI to the Edge - Starting from building the ML model to the selection of the target platform to the optimization and implementation of the model on the target platform.

Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

vivavis_vision

UniPose

We propose UniPose, a unified framework for human pose estimation, based on our “Waterfall” Atrous Spatial Pooling architecture, that achieves state-of-art-results on several pose estimation metrics. Current pose estimation methods utilizing standard CNN architectures heavily rely on statistical postprocessing or predefined anchor poses for joint localization. UniPose incorporates contextual seg- mentation and joint localization to estimate the human pose in a single stage, with high accuracy, without relying on statistical postprocessing methods. The Waterfall module in UniPose leverages the efficiency of progressive filter- ing in the cascade architecture, while maintaining multi- scale fields-of-view comparable to spatial pyramid config- urations. Additionally, our method is extended to UniPose- LSTM for multi-frame processing and achieves state-of-the- art results for temporal pose estimation in Video. Our re- sults on multiple datasets demonstrate that UniPose, with a ResNet backbone and Waterfall module, is a robust and efficient architecture for pose estimation obtaining state-of- the-art results in single person pose detection for both sin- gle images and videos.

llm.c

LLM training in simple, raw C/CUDA

CacheLib

Pluggable in-process caching engine to build and scale high performance services

humor

Code for ICCV 2021 paper "HuMoR: 3D Human Motion Model for Robust Pose Estimation"

lightweight-human-pose-estimation-3d-demo.pytorch

Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.

sgm

Semi-Global Matching on the GPU

OpenStereo

OpenStereo: A Comprehensive Benchmark for Stereo Matching and Strong Baseline

cv-stereo-disparity-graph-cuts

Stereo disparity maps in Python using graph cuts

semi-global-matching

Semi-Global Matching

cglm

📽 Highly Optimized 2D / 3D Graphics Math (glm) for C

enderv3ke-prusaslicer

PrusaSlicer Profile for Ender v3 KE

PrusaSlicer-Ender3-v3-SE-Config

A PrusaSlicer Profile for the Ender 3 v3 SE. Feel free to contribute!

ROS-Stereo-Vision

ROS Stereo Camera Package for NVIDIA Jetson

Stereo-Depth-Perception

Implementation of a Stereo Depth Perception algorithm as native library. It supports NVIDIA Jetson devices and runs in CUDA.

Human-Falling-Detect-Tracks

AlphaPose + ST-GCN + SORT.

Bayesian-Denoising-CGM

A Bayesian denoising algorithm to deal with colored, non-stationary noise in continuous glucose monitoring timeseries

HumanInertialPose

Human whole-body pose estimation using MARG multi-sensor data

Realtime-Action-Recognition

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

distance_estimation_project

GazeTracking

👀 Eye Tracking library easily implementable to your projects

BrainTumorClassificator_univr_exam

This repo was created to support "Machine Learning & Artificial Intelligence" exam.

Eye-Tracker

Implemented and improved the iTracker model proposed in the paper "Eye Tracking for Everyone"

DisparityMatrix

This project aim to set a tcp network exchange system for disparity matrix

litepose

[CVPR'22] Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation

cerebro

Search for reserach items effectively