tahsin314 / 40th_place_solution_aptos2019-blindness-detectionLinks
This repo contains my Pytorch and Fast.ai versions of codes written for the APTOS 2019 Blindness Detection Competition hosted on Kaggle. My approach got us 37th place on the private leaderboard.
☆14Updated 6 years ago
Alternatives and similar repositories for 40th_place_solution_aptos2019-blindness-detection
Users that are interested in 40th_place_solution_aptos2019-blindness-detection are comparing it to the libraries listed below
Sorting:
- Multi-Label Image Classification of Chest X-Rays In Pytorch☆66Updated 5 years ago
- ICVGIP' 18 Oral Paper - Classification of thoracic diseases on ChestX-Ray14 dataset☆46Updated 4 years ago
- Code for "Generative Image Translation for Data Augmentation in Colorectal Histopathology Images" full paper at ML4H Workshop at NeurIPS …☆73Updated 4 years ago
- Deep Learning CNN using FastAI for the Stanford MRNet Knee MRI diagnosis challenge☆16Updated 6 years ago
- ☆42Updated 4 years ago
- Kaggle 83rd Place (Top 3%) Solution☆19Updated 6 years ago
- [MICCAI'19] Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classification☆49Updated 5 years ago
- Code for the ISIC2019 Challenge☆119Updated 5 years ago
- RSNA Intracranial Hemorrhage Detection☆128Updated last year
- 2nd place solution for the RSNA STR Pulmonary Embolism Detection competition on Kaggle.☆29Updated 4 years ago
- Keras implementation of the paper "Fully automatic brain tumor segmentation with deep learning-based selective attention using overlappin…☆19Updated last year
- Source code for the paper 'Data Augmentation for Skin Lesion Analysis' — 🏆 Best Paper Award at the ISIC Skin Image Analysis Workshop @ M…☆86Updated 6 years ago
- 11th place solution for APTOS 2019 Blindness Detection on Kaggle (https://www.kaggle.com/c/aptos2019-blindness-detection).☆45Updated 5 years ago
- CheXpert competition models -- attention augmented convolutions on DenseNet, ResNet; EfficientNet☆56Updated 5 years ago
- Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (Efficien…☆49Updated 4 years ago
- Deep Learning for Automatic Pneumonia Detection, RSNA challenge☆110Updated 5 months ago
- CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation☆49Updated 4 years ago
- Segmentation of skin cancers on ISIC 2017 challenge dataset.☆53Updated 6 years ago
- Learning computer vision by striving to maximise accuracy on the Stanford Cars dataset☆57Updated 5 years ago
- ☆20Updated 7 years ago
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images☆144Updated 4 years ago
- The implementation of the segmentation on retinal lesions☆21Updated 6 years ago
- A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss☆32Updated 6 years ago
- Large Covid-19 CT scans dataset from the paper: https://doi.org/10.1016/j.bspc.2021.102588☆88Updated 4 years ago
- Diabetic Retinopathy: Segmentation, Grading and Localization☆42Updated 7 years ago
- SA-Diagnet: Self-attention-based network for diagnosing histopathological images☆29Updated 5 years ago
- This code is used for joint optic disc and cup segmentation from retinal fundus images☆12Updated 6 years ago
- This is a reimplementation of AG-CNN. ("Thorax Disease Classification with Attention Guided Convolutional Neural Network","Diagnose like …☆51Updated 3 years ago
- PyTorch reimplementation of GradCAM saliency method.☆26Updated 6 years ago
- Useful functions to work with PyTorch. At the moment, there is a function to work with cross validation and kernels visualization.☆67Updated 5 years ago