yolact
yolact_edge
Our great sponsors
yolact | yolact_edge | |
---|---|---|
4 | 1 | |
4,924 | 1,245 | |
- | - | |
0.0 | 0.0 | |
6 months ago | over 1 year ago | |
Python | Python | |
MIT License | MIT License |
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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
yolact_edge
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Real-time Object Detection on Jetson Nano
Try yolact-edge, nice and fast github code
What are some alternatives?
Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
mmdetection - OpenMMLab Detection Toolbox and Benchmark
yolov3-tf2 - YoloV3 Implemented in Tensorflow 2.0
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
involution - [CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.
sahi - Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
yolo-tensorrt - TensorRT8.Support Yolov5n,s,m,l,x .darknet -> tensorrt. Yolov4 Yolov3 use raw darknet *.weights and *.cfg fils. If the wrapper is useful to you,please Star it.
pytorch-image-models - PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
FairMOT - [IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking