PixelLib
yolact
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| PixelLib | yolact | |
|---|---|---|
| 3 | 4 | |
| 1,013 | 4,924 | |
| - | - | |
| 0.0 | 0.0 | |
| 7 months ago | 6 months ago | |
| Python | Python | |
| MIT License | MIT License |
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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
yolact
- YOLOv6: Redefine state-of-the-art for object detection
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Instance segmentation
YOLACT
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Advice needed
The Github repo is not highly structured and is probably written during the time of the author's research. Been using this for well over a year and does the job so well.
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A question on Instance Segmentation Labelling
I am using yolact : https://github.com/dbolya/yolact
What are some alternatives?
Human-Segmentation-PyTorch - Human segmentation models, training/inference code, and trained weights, implemented in PyTorch
Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
sahi - Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
yolact_edge - The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
FasterRCNN - Clean and readable implementations of Faster R-CNN in PyTorch and TensorFlow 2 with Keras.
yolov3-tf2 - YoloV3 Implemented in Tensorflow 2.0
rembg-greenscreen - Rembg Video Virtual Green Screen Edition
mmdetection - OpenMMLab Detection Toolbox and Benchmark
mask-rcnn - Mask-RCNN training and prediction in MATLAB for Instance Segmentation
segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.
fashion-segmentation - A tensorflow model for segmentation of fashion items out of multiple product images
yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models