🤗 image matching webui
Open Source Graph Neural Net Based Pipeline for Image Matching
DALF is a joint image keypoint detector and descriptor for handling non-rigid deformations. It also works great under large rotations.
⚖️ Python library for stabilizing video frames or object trajectories relative to a chosen reference frame, using classical or deep-learning feature matching with robust homography/affine estimation, optional CUDA acceleration, and user-defined exclusion masks, built for dynamic scenes with moving objects.
Source code for the Segmentation Tutorial
An interactive demo showing the results of different image augmentations
A PyTorch implementation of SuperGlue
This AI project applies fundamental machine learning techniques to generate panoramic photos and image stitching, utilizing PyTorch and Kornia for manual algorithm implementation.
Register two images from different viewpoints.
Modular OCR pipeline for live-camera documents/screens. Auto-aligns perspective, blocks obstructions, and extracts text using interchangeable deep-learning models.
Real-time sensor drivers in Rust — RTSP/NVMM cameras and OAK-D stereo + IMU — emitting kornia images ready for inference.
CSE465 Pattern Recognition and Neural Network Project
High-performance, zero-copy Rust inference backend for Vision-Language Models (VLMs). Designed for edge deployment utilizing ONNX Runtime and hardware-accelerated execution providers.
Proof of concept for GPU-resident differentiable image augmentation feeding vision-language model pipelines in Kornia
Library for polar transforms of images using PyTorch and Kornia
Dockerizing a deep learning model
Enhancing road segmentation model for Asphalt edge detection
Computer vision pipeline for image stitching and panorama generation using feature matching, homography estimation, RANSAC-style alignment, warping, and blending.
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