George Pearse's repositories
QDrant-NLP
QDrant-NLP
ImageComposer
Package to simplify creating simple synthetic image datasets. You specify the background and foreground objects, the package does the rest.
VisionChain
Framework to support stitching together multiple models to create effective Computer Vision systems, as accurate or fast as you need them to be.
ColourModel
Just a tool which uses OpenCV to create bounding boxes around objects of requested colours.
sam-detect
Just an idea, SAM + image classifier for instance segmentation.
unofficial-detectron2-docs
Everything the detectron2 docs should include.
vision-feedback
Just a placeholder for a hobby project to provide visual feedback to a computer vision model
aim
Aim 💫 — easy-to-use and performant open-source ML experiment tracker.
awesome-open-mlops-data-catalogues
The Fuzzy Labs guide to the universe of open source MLOps
ActiveSupervision
Just gonna be a toy / demo built for online active-learning with Supervision.
diffusers-resize-fix
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
fiftyone
The open-source tool for building high-quality datasets and computer vision models
fiftyone-plugins
A curated list of FiftyOne Plugins that you can add to your local FiftyOne install or your FiftyOne Teams deployment
GeorgePearse
Just for the home page readme
GroundingDINO
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection
GroupedNMS-
Often you want to run NMS over some pairs of classes, but not others which you expect to overlap.
introspector
Just an idea, hooks implemented for different deep learning frameworks to store the filenames / IDs of the top X losses (or relative losses for that point in training)
mmdetection
OpenMMLab Detection Toolbox and Benchmark
norfair
Lightweight Python library for adding real-time multi-object tracking to any detector.
onnx
Open standard for machine learning interoperability
python-introductory-data-science
Intro to python data science.
simple-active-learning
Just for Instance Segmentation Models
social-research
Fran's quest into data science for social research
streamlit-html-parser
Creating a mini UI to assist with html parsing.
structured-vision
A repo to help you add useful metadata to your instance segmentation predictions.
unofficial-detectron-docs
Original Detectron2 docs show you what's available, but not how to achieve common results / get through common workflows etc.