George Pearse (GeorgePearse)

GeorgePearse

Geek Repo

Company:BinIt.ai

Location:London

Home Page:https://medium.com/@george.pearse

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George Pearse's repositories

ImageComposer

Package to simplify creating simple synthetic image datasets. You specify the background and foreground objects, the package does the rest.

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VisionChain

Framework to support stitching together multiple models to create effective Computer Vision systems, as accurate or fast as you need them to be.

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ColourModel

Just a tool which uses OpenCV to create bounding boxes around objects of requested colours.

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mbd

embd = embedded like koaning/bulk but with built in functionality provided by Quaternion for similarity model finetuning

sam-detect

Just an idea, SAM + image classifier for instance segmentation.

unofficial-detectron2-docs

Everything the detectron2 docs should include.

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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.

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awesome-open-mlops-data-catalogues

The Fuzzy Labs guide to the universe of open source MLOps

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bulk-demo

Demo of https://github.com/koaning/bulk on some interesting medical dataset. Ideally in radiology.

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ActiveSupervision

Just gonna be a toy / demo built for online active-learning with Supervision.

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CocoFrame

Everyone prefers working with DataFrames

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diffusers-resize-fix

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

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fiftyone

The open-source tool for building high-quality datasets and computer vision models

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fiftyone-plugins

A curated list of FiftyOne Plugins that you can add to your local FiftyOne install or your FiftyOne Teams deployment

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GeorgePearse

Just for the home page readme

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GroundingDINO

Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

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GroupedNMS-

Often you want to run NMS over some pairs of classes, but not others which you expect to overlap.

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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)

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mmdetection

OpenMMLab Detection Toolbox and Benchmark

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norfair

Lightweight Python library for adding real-time multi-object tracking to any detector.

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onnx

Open standard for machine learning interoperability

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python-introductory-data-science

Intro to python data science.

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QwkGen

Tooling to quickly get a stable-diffusion like model generating images, but also configure filters to ignore images you don't want with QDrant.

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simple-active-learning

Just for Instance Segmentation Models

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social-research

Fran's quest into data science for social research

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streamlit-html-parser

Creating a mini UI to assist with html parsing.

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structured-vision

A repo to help you add useful metadata to your instance segmentation predictions.

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unofficial-detectron-docs

Original Detectron2 docs show you what's available, but not how to achieve common results / get through common workflows etc.

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