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chatbot

My Chat bot codes

cholect45

Laparoscopic video dataset for surgical action triplet recognition

cholectriplet2021

cholectriplet2022

CholecTriplet 2022 challenge on surgical action triplet detection

computer-vision

convlstm-surgical-tool-tracker

This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in surgical video data is modeled using a convolutional LSTM which is trained only on image level labels to detect, localize and track surgical instruments.

doccou

A file pages counter

google-research

Google Research

graph-cut

Graph-cut Image Segmentation ---------------------------- Implements Boykov/Kolmogorov’s Max-Flow/Min-Cut algorithm for computer vision problems. Two gray-scale images have been used to test the system for image segmentation (foreground/background segmentation) problem. Steps: 1. defined the graph structure and unary and pairwise terms. For graph structure, i have used available packages/libraries such as PyMaxflow. 2. likelihood function for background and foreground has been generated. 3. General energy function consisting of unary and pairwise energy functionals have been written. 4. Likelihood maps (intensity map ranging from 0 to 1) for foreground and background have been displayed. 5. Use Boykov/Kolmogorov maxflow / mincut approach for solving the energy minimization problem. 6. Final segmentation have been displayed. Created an image for which the background pixels are red, and the foreground pixels have the color of the input image. Relevant paper can be found here: http://www.csd.uwo.ca/~yuri/Papers/pami04.pdf

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

ivtmetrics

A Python evaluation metrics package for surgical action triplet recognition

machinelearningtechniques

Southampton Machine learning lab practices

mcmot-bytetrack

ByteTracker with a multi-class capability

ml_algo_implemented

Bare-bone and simple implementations of few Machine Learning Algorithms

new_website

a fork of https://jonbarron.info/ for use in jekyll builds with markdown page updates

nwoyecid.github.io

Research Outlook of Chinedu Nwoye

option_pricing

Black Scholes, Binomial Lattice of Pricing European and American call and put options

portfolio_optimization

rendezvous

A transformer-inspired neural network for surgical action triplet recognition from laparoscopic videos.

selfsupsurg

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

trackeval

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

tripnet

yolov4_mcmot

Using YOLOV4 as detector for MCMOT.