Unclaimed project

Are you a maintainer of detectron2? Claim this project to take control of your public changelog and roadmap.

Changelog

detectron2

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

facebookresearch/detectron2·

34k7.9kPythonApache-2.0

·Website

Last updated 11 days ago

Back to changelog

NewJuly 8, 2020

v0.2

Features & Improvements:

Support constructing objects with either configs or explicit arguments. As an example, the entire Mask R-CNN can be built without using configs
Rename TransformGen to Augmentation and keep TransformGen as an alias. Design the interface of Augmentation so that it can access arbitrary custom data types. See augmentation tutorial for details.
Improve speed of COCOEvaluator by about 3x
Support LVIS v1 dataset
Support GIoU loss in RPN and R-CNN
Support auto-scaling of batch size and learning rate in . See

More Python Projects

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

183.0k

Python

stable-diffusion-webui

Stable Diffusion web UI

162.1k

Python

transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

158.5k

Python

yt-dlp

A feature-rich command-line audio/video downloader

154.2k

Python

View all Python projects →

v0.2 - detectron2 Release Notes | AnnounceHQ

DefaultTrainer

CUDA	torch 1.5	torch 1.4
10.2	install `python -m pip install detectron2==0.2 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu102/torch1.5/index.html`
10.1	install `python -m pip install detectron2==0.2 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu101/torch1.5/index.html`	install `python -m pip install detectron2==0.2 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu101/torch1.4/index.html`
10.0		install `python -m pip install detectron2==0.2 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu100/torch1.4/index.html`
9.2	install `python -m pip install detectron2==0.2 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu92/torch1.5/index.html`	install `python -m pip install detectron2==0.2 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cu92/torch1.4/index.html`
cpu	install `python -m pip install detectron2==0.2 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cpu/torch1.5/index.html`	install `python -m pip install detectron2==0.2 -f \ https://dl.fbaipublicfiles.com/detectron2/wheels/cpu/torch1.4/index.html`