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Changelog

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

facebookresearch/detectron2·

35k7.9kPythonApache-2.0

·Website

Last updated 13 days ago

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NewMarch 13, 2021

v0.4

New Features

All common models can be converted to TorchScript format by tracing or scripting (tutorial). Requires pytorch≥1.8.
Support fvcore parameter schedulers (originally from ClassyVision) that are composable, scale-invariant, and can be used on parameters other than learning rate.
Refactor PointRend as a mask head (instead of an ROIHead).
New export and C++ deployment examples.
Release d2go which provides end-to-end production pipeline.

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CUDA	torch 1.8	torch 1.7	torch 1.6
11.1	install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu111/torch1.8/index.html`
11.0		install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu110/torch1.7/index.html`
10.2	install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu102/torch1.8/index.html`	install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu102/torch1.7/index.html`	install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu102/torch1.6/index.html`
10.1	install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu101/torch1.8/index.html`	install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu101/torch1.7/index.html`	install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu101/torch1.6/index.html`
9.2		install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu92/torch1.7/index.html`	install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu92/torch1.6/index.html`
cpu	install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cpu/torch1.8/index.html`	install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cpu/torch1.7/index.html`	install `python -m pip install detectron2==0.4 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cpu/torch1.6/index.html`

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v0.4

New Features

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New Features

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