yolact
yolov3-tf2
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| yolact | yolov3-tf2 | |
|---|---|---|
| 4 | 3 | |
| 4,924 | 2,508 | |
| - | - | |
| 0.0 | 2.8 | |
| 6 months ago | about 2 months ago | |
| Python | Jupyter Notebook | |
| 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
yolov3-tf2
What are some alternatives?
Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
tensorflow-yolo-v3 - Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)
yolact_edge - The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.
yolact - Tensorflow 2.x implementation YOLACT
mmdetection - OpenMMLab Detection Toolbox and Benchmark
SynthDet - SynthDet - An end-to-end object detection pipeline using synthetic data
segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.
TACO - 🌮 Trash Annotations in Context Dataset Toolkit
yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
saliency - Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
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
tensorflow-lite-YOLOv3 - YOLOv3: convert .weights to .tflite format for tensorflow lite. Convert .weights to .pb format for tensorflow serving