Maria Rodriguez's repositories
IceVision_miniprojects
Computer vision mini-projects using Airctic/ IceVision
Fastai_Deep_Learning
Mini-projects done, based on lessons on the Fast.ai Fastbook, blogged on Medium
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.
Surgical_instruments_pilot
Objective: Develop an application that can reliably locate and identify surgical instruments in an image.
Deep_Learning_tutorials
Informative notebooks related to deep learning concepts
DFGVancouver_Brightside2021
Collection of datasets, notebooks for the analyses of the Brightside housing data.
HBV_Alberta_School
Creation of an interactive shinyapp that would show the Hepatitis B immunization percentages in Alberta Grade 6 students.
auto_annotate
Automate approach to label images for object detection using TensorFlow
Brightside-Datathon
Code repository for the Brightside Datathon analyses
datasets_downloaded
open source datasets downloaded from various sites
fastbook
The fastai book, published as Jupyter Notebooks
Homelessness
Predictive Analyses for Homelessness Datathon
icedata
IceData: Datasets Hub for the *IceVision* Framework
IceVision_in_the_works
Ongoing mini projects using IceVision
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
sci5_kni5_cvat
for cvat annotation: putting all image files directly on the repo
Streamlit_30d
Following Streamlit's 30day challenge
Surg_pilot
piloting surgical instruments workflow
surgical_instrument_repo
annotations_cvat
tensorflow-1-public
Time_Series_TF