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a-pytorch-tutorial-to-object-detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

ace-it

auto_annotate

Automate approach to label images for object detection using TensorFlow

bounding-box-secondary-classifier

Self-training for object detection/classification tasks

brightside-datathon

Code repository for the Brightside Datathon analyses

credit_card

datasets_downloaded

open source datasets downloaded from various sites

deep_learning_tutorials

Informative notebooks related to deep learning concepts

dfgvancouver_brightside2021

Collection of datasets, notebooks for the analyses of the Brightside housing data.

fastai_deep_learning

Mini-projects done, based on lessons on the Fast.ai Fastbook, blogged on Medium

fastbook

The fastai book, published as Jupyter Notebooks

flu

Competition entry: DataDriven_Flu

git_moves

Testing out concepts from Coursera

hbv_alberta_school

Creation of an interactive shinyapp that would show the Hepatitis B immunization percentages in Alberta Grade 6 students.

heart_failure_uci_2020

Predicting Mortality among a Cohort of patients with Heart Failure

homelessness

Predictive Analyses for Homelessness Datathon

icedata

IceData: Datasets Hub for the *IceVision* Framework

icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

icevision_in_the_works

Ongoing mini projects using IceVision

icevision_miniprojects

Computer vision mini-projects using Airctic/ IceVision

labour_and_unemployment_rates_in_canada

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization: ML Deployment

openai-cookbook

Examples and guides for using the OpenAI API

pilot15_for_pseudolabel

15 mixed images of surgical scissors and scalpels to generate pseudolabels

predicting-short-term-mortality-in-heart-failure-patients

sci5_kni5_cvat

for cvat annotation: putting all image files directly on the repo

scissors5_knife5

streamlit_30d

Following Streamlit's 30day challenge

surgical_instruments

Repo for images, annotations, notebooks and models for detecting surgical instruments.

surgical_instruments_app

Deployment of model that detects and identifies 15 classes of surgical instruments.