labelme
Mask-RCNN-Implementation
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labelme | Mask-RCNN-Implementation | |
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6 | 1 | |
12,135 | 3 | |
2.7% | - | |
8.9 | 3.2 | |
8 days ago | almost 3 years ago | |
Python | Jupyter Notebook | |
GNU General Public License v3.0 or later | MIT License |
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Use cases for PySide
Image, 3D, or data visualization applications using OpenCV and the SciPy ecosystem. The Graphics View Framework can display an image and let the user interact with it, and the Python ecosystem is very rich for image processing, data analysis, and visualization. For example, LabelMe for image labeling, PyQtGraph for scientific graphics, or custom QWidget integration in Maya.
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Mask RCNN Implementation for Image Segmentation | Tutorial
LabelMe is open-source tool for polygen image annotations inspired by MIT Label Me
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C++ trainable semantic segmentation models
Create your own dataset. Using labelme through "pip install" and label your images. Split the output json files and images into folders just like below:
Mask-RCNN-Implementation
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Mask RCNN Implementation for Image Segmentation | Tutorial
1.Git clone the Mask-RCNN-Implementation 2.Install the Mask_Rcnn module.
What are some alternatives?
labelme2coco - A lightweight package for converting your labelme annotations into COCO object detection format.
Swin-Transformer-Semantic-Segmentation - This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.
Mask_RCNN - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
sentinel2-cloud-detector - Sentinel Hub Cloud Detector for Sentinel-2 images in Python
Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning - My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.
Face-Mask-Detection - Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
bpycv - Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)
segmentation_models.pytorch - Segmentation models with pretrained backbones. PyTorch.
TACO - 🌮 Trash Annotations in Context Dataset Toolkit
ktrain - ktrain is a Python library that makes deep learning and AI more accessible and easier to apply