Tgs Salt Identification Challenge
This repository contains my solution to the TGS salt identification challenge. I have used using U-net CNN for this image segmentation of the seismic images provided . Frameworks used-Tensorflow, torch/Pytorch, Keras
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Imgaug | 13,682 |  | 278 | 141 | 10 months ago | 11 | February 05, 2020 | 295 | mit | Python |
| Image augmentation for machine learning experiments. | ||||||||||
| Pytorch Unet | 7,861 | 4 months ago | 80 | gpl-3.0 | Python | |||||
| PyTorch implementation of the U-Net for image semantic segmentation with high quality images | ||||||||||
| Segmentation_models | 4,514 |  | 12 | 16 | 4 months ago | 8 | January 10, 2020 | 263 | mit | Python |
| Segmentation models with pretrained backbones. Keras and TensorFlow Keras. | ||||||||||
| Lanenet Lane Detection | 2,170 | 5 months ago | apache-2.0 | Python | ||||||
| Unofficial implemention of lanenet model for real time lane detection | ||||||||||
| Synthtext | 1,912 | 9 months ago | 32 | apache-2.0 | Python | |||||
| Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016. | ||||||||||
| Coco Annotator | 1,743 | a year ago | 216 | mit | Vue | |||||
| :pencil2: Web-based image segmentation tool for object detection, localization, and keypoints | ||||||||||
| Ailia Models | 1,708 | 4 months ago | 297 | Python | ||||||
| The collection of pre-trained, state-of-the-art AI models for ailia SDK | ||||||||||
| Ssl4mis | 1,595 | 10 months ago | 25 | mit | Python | |||||
| Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations. | ||||||||||
| Semantic Segmentation | 1,306 | 3 years ago | 56 | bsd-3-clause | Python | |||||
| Nvidia Semantic Segmentation monorepo | ||||||||||
| Sota Medseg | 1,271 | 5 months ago | ||||||||
| SOTA medical image segmentation methods based on various challenges | ||||||||||
Alternatives To Tgs Salt Identification ChallengeSelect To Compare
Alternative Project Comparisons
Popular Image Projects
Popular Segmentation Projects
Popular Media Categories
Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Jupyter Notebook
Segmentation
Image Segmentation