ildoonet / data-science-bowl-2018Links
End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle
☆58Updated 7 years ago
Alternatives and similar repositories for data-science-bowl-2018
Users that are interested in data-science-bowl-2018 are comparing it to the libraries listed below
Sorting:
- 4th place solution for 2018 Data Science Bowl kaggle competition☆46Updated 7 years ago
- Simple Tensorflow implementation of "Curriculum Adaptive Sampling for Extreme Data Imbalance" with multi GPU using LUNA16 (MICCAI 2017) /…☆62Updated 7 years ago
- Kaggle Data Science Bowl 2018☆119Updated 7 years ago
- Data Science Bowl 2018☆64Updated 7 years ago
- Tensorflow implementation : U-net and FCN with global convolution☆100Updated 6 years ago
- Multi-Scale Context Aggregation by Dilated Convolutions in Keras.☆71Updated 6 years ago
- My 5th place (out of 816 teams) solution to The 2018 Data Science Bowl organized by Booz Allen Hamilton☆158Updated 6 years ago
- ☆35Updated 7 years ago
- ISBI2018: Adversarial Deep Structural Networks for Mammographic Mass Segmentation https://arxiv.org/abs/1612.05970☆50Updated 3 years ago
- This contains an implementation of the SeGAN model for semantic segmentation introduced in https://arxiv.org/pdf/1703.10239.pdf☆103Updated 6 years ago
- Segmentation visualization, keras, augmentation, fine tuning☆72Updated 7 years ago
- DATA-SCIENCE-BOWL-2018 Find the nuclei in divergent images to advance medical discovery☆92Updated 7 years ago
- Focal Loss implementation by Keras with TensorFlow backend☆42Updated 7 years ago
- Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge☆154Updated 7 years ago
- Dual Path Networks for Keras 2.0+☆113Updated 5 years ago
- 2018 Data Science Bowl 2nd Place Solution☆103Updated 7 years ago
- Data Science Bowl 2017☆81Updated 8 years ago
- Weakly Supervised Segmentation with Tensorflow. Implements instance segmentation as described in Simple Does It: Weakly Supervised Instan…☆221Updated 7 years ago
- PyTorch Implementation of Stacked U-Nets (SUNets)☆153Updated 6 years ago
- Fully Convolutional DenseNet (A.K.A 100 layer tiramisu) for semantic segmentation of images implemented in TensorFlow.☆123Updated 6 years ago
- 7th place solution for the 2018 Data Science Bowl with a score of 0.591☆65Updated 6 years ago
- deeplabv3plus (Google's new algorithm for semantic segmentation) in keras:Encoder-Decoder with Atrous Separable Convolution for Semantic …☆64Updated 7 years ago
- 3rd place solution for RSNA pneumonia detection challenge☆84Updated 6 years ago
- Composite architecture of SegNet and UNet for Semantic Segmentation with keras☆57Updated 5 years ago
- A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.☆66Updated 6 years ago
- DeeplabV2 segmentation in Keras.☆41Updated 6 years ago
- Kaggle Data Science Bowl 2018☆21Updated 7 years ago
- Autofocus Layer for Semantic Segmentation☆180Updated 6 years ago
- Investigation of focal and dice loss for the Kaggle 2018 data science bowl.☆18Updated 7 years ago
- Open solution to the Data Science Bowl 2018☆156Updated 3 years ago