Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Segmentation_models	4,514	12	16	3 months ago	8	January 10, 2020	263	mit	Python
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Keras Deeplab V3 Plus	1,330			5 months ago			38	mit	Jupyter Notebook
Keras implementation of Deeplab v3+ with pretrained weights
Keras Unet Collection	428		4	a year ago	32	January 10, 2022	28	mit	Python
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.
Ssd_efficientnet	57			5 years ago			11		Python
SSD using TensorFlow object detection API with EfficientNet backbone
Mobilenetv3 Yolov3	53			5 years ago			14		Python
An experiment of transferring backbone of yolov3 into mobilenetv3
Image Segmentation	35			4 years ago			2	mit	Python
Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available
Retinanet	23			3 years ago				mit	Python
Keras implementation of RetinaNet for object detection and visual relationship identification
Keras Segmentation Sota Models	10			5 years ago			1		Python
A keras implementation of many sota segmentation model with different backbones, such as Unet, Bisenet, Linknet
Find Wally	10			6 years ago				mit	Python
A deep learning solver for "Where's Wally?"
Cagnet	10			3 years ago			2	mit	Python
CAGNet: Content-Aware Guidance for Salient Object Detection

Alternatives To Backbones

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Segmentation_models ⭐ 4,514

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

dependent packages 16total releases 8most recent commit 3 months ago

Keras Deeplab V3 Plus ⭐ 1,330

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Keras Unet Collection ⭐ 428

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dependent packages 4total releases 32most recent commit a year ago

Ssd_efficientnet ⭐ 57

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most recent commit 5 years ago

Mobilenetv3 Yolov3 ⭐ 53

An experiment of transferring backbone of yolov3 into mobilenetv3

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Image Segmentation ⭐ 35

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

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Retinanet ⭐ 23

Keras implementation of RetinaNet for object detection and visual relationship identification

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Keras Segmentation Sota Models ⭐ 10

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Find Wally ⭐ 10

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Cagnet ⭐ 10

CAGNet: Content-Aware Guidance for Salient Object Detection

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Suggest An Alternative To backbones

Alternative Project Comparisons

Backbones vs Segmentation_models

Backbones vs Keras Deeplab V3 Plus

Backbones vs Keras Unet Collection

Backbones vs Ssd_efficientnet

Backbones vs Mobilenetv3 Yolov3

Backbones vs Image Segmentation

Backbones vs Retinanet

Backbones vs Keras Segmentation Sota Models

Backbones vs Find Wally

Backbones vs Cagnet

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