awesome-computer-vision-models
github.com/gmalivenko/awesome-computer-vision-models ↗A list of popular deep learning models related to classification, segmentation and detection problems
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23 hours ago
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Classification modelsSegmentation modelsDetection models
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Classification models
- 2.0-SqNxt-23v5 ('SqueezeNext: Hardware-Aware Neural Network Design'
3,366,344
- 456-MENet-24×1(g=3) ('Merging and Evolution: Improving Convolutional Neural Networks for Mobile Applications'
5.3M
- A^2 Net ('A^2-Nets: Double Attention Networks'
?
- ACNet-Densenet121 ('ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks'
?
- AirNet50-1x64d (r=2) ('Attention Inspiring Receptive-Fields Network for Learning Invariant Representations'
27.43M
- AlexNet ('One weird trick for parallelizing convolutional neural networks'
62.3M
Segmentation models
- AdaptSegNet ('Learning to Adapt Structured Output Space for Semantic Segmentation'
2018
- Attention U-Net ('Attention U-Net: Learning Where to Look for the Pancreas'
2018
- BiSeNet(Res18) ('BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation'
2018
- CCC-ERFnet ('Concentrated-Comprehensive Convolutions for lightweight semantic segmentation'
2018
- DANet ('Dual Attention Network for Scene Segmentation'
2018
- DeconvNet ('Learning Deconvolution Network for Semantic Segmentation'
2015
Detection models
- AttentionNet ('AttentionNet: Aggregating Weak Directions for Accurate Object Detection'
2015
- AutoFocus ('Scale Normalized Image Pyramids with AutoFocus for Object Detection'
2021
- AZNet ('Adaptive Object Detection Using Adjacency and Zoom Prediction'
2016
- CornerNet ('CornerNet: Detecting Objects as Paired Keypoints'
2018
- CoupleNet ('CoupleNet: Coupling Global Structure with Local Parts for Object Detection'
2017
- CPF ('Contextual Priming and Feedback for Faster R-CNN'
2016
Showing a sample of 149 resources. View the full list on GitHub →