Learning resources: multi-object localization

This page summarizes the projects mentioned and recommended in the original post on /r/computervision

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  • yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

  • The Ultralytics repo for yolov3/v5 have quite a few good tutorials in them and has everything set up for you so you can plug in a dataset and run. Specifically, they have a train custom data tutorial here. (Side note, if you're looking for an entertaining paper to read, the yolov3 paper is great.)

  • a-PyTorch-Tutorial-to-Object-Detection

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

  • Also, this SSD walkthrough is pretty good as well and goes into a lot more depth on the concepts.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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