Joseph Nelson's repositories

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ds-blogging

Why you should blog as a data scientist

tensorflow-object-detection

How to train an object detection model easy for free

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missing-data-workshop-odsc19

workshop materials for missing data @ ODSC-West19

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keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

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zenzic

Analysis for fun

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notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

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ai-notes

notes for software engineers covering new AI developments. Serves as datastore for lspace.swyx.io writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

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awesome-openai-vision-api-experiments

Must-have resource for anyone who wants to experiment with and build on the OpenAI Vision API 🔥

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cookbooks

Templates for computer vision projects, referenced in Roboflow blog posts.

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course-v4

Pre-release of v4 of course.fast.ai

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inference

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

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intro-to-object-detection-guest-lecture

From zero to working object detection model - guest lecture for General Assembly Data Science Immersive

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josephofiowa.github.io

personal site? https://josephofiowa.com

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keras-yolo3-1

Training and Detecting Objects with YOLO3

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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multimodal-maestro

Effective prompting for Large Multimodal Models like GPT-4 Vision or LLaVA. 🔥

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polygonzone

A web utility to draw polygons and retrieve their coordinates for computer vision applications.

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represently

a repo for the mems

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satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

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the-list-rfs

A very serious list of startup requests, curated with @jaxgeller

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uncrossword-static-site

hosts static site for uncrossword

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YOLOv6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

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