MiVOS
PixelLib
MiVOS | PixelLib | |
---|---|---|
2 | 3 | |
449 | 1,014 | |
- | - | |
4.6 | 0.0 | |
about 2 months ago | 7 months ago | |
Python | Python | |
MIT License | MIT License |
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MiVOS
-
Free instance segmentation annotation tool
Mivos, you'll get assisted by a deep learning model https://github.com/hkchengrex/MiVOS
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Deploying video object segmentation at scale in a day
We've been building a ton of infrastructure to process a lot of video data very quickly at Sieve, and video object segmentation is a cool task a lot of companies have used us for. Models like MiVOS and PointRend have made it possible for companies like RunwayML to build these ML-based video editing features like green screen. We wrote about how you might go about building this yourself in a day.
PixelLib
- YOLOv6: Redefine state-of-the-art for object detection
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To separate objects detected from a video using PixelLib
This is the code, found from the reference here.
- New Project In Computer Vision For Beginner
What are some alternatives?
make-sense - Free to use online tool for labelling photos. https://makesense.ai
Human-Segmentation-PyTorch - Human segmentation models, training/inference code, and trained weights, implemented in PyTorch
Robo-Semantic-Segmentation - Just a simple semantic segmentation library that I developed to speed up the image segmentation pipeline
sahi - Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
XMem - [ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
FasterRCNN - Clean and readable implementations of Faster R-CNN in PyTorch and TensorFlow 2 with Keras.
rembg-greenscreen - Rembg Video Virtual Green Screen Edition
mask-rcnn - Mask-RCNN training and prediction in MATLAB for Instance Segmentation
fashion-segmentation - A tensorflow model for segmentation of fashion items out of multiple product images
PaddleSeg - Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
YOLOv6 - YOLOv6: a single-stage object detection framework dedicated to industrial applications.
edgetpu - Coral issue tracker (and legacy Edge TPU API source)