Jaluus/MaskTerial
Code Release for "MaskTerial: A Foundation Model for Automated 2D Material Flake Detection"
This tool helps material scientists and researchers automatically detect and classify 2D material flakes from optical microscope images. You input microscope images, and it outputs precise outlines and classifications for each flake, even for low-contrast materials like hexagonal boron nitride. This improves the accuracy and speed of identifying critical materials for research and fabrication workflows.
Use this if you need to quickly and accurately identify and classify 2D material flakes in optical microscopy images, especially when dealing with low-contrast materials or limited training data.
Not ideal if your primary task is not 2D material flake detection from optical images, or if you require analysis beyond flake identification and classification.
Stars
19
Forks
7
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Jan 19, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/Jaluus/MaskTerial"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
chandrikadeb7/Face-Mask-Detection
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
z-mahmud22/Mask-RCNN_TF2.14.0
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.14.0 and Python 3.10.
Kamlesh364/Mask-RCNN-TF2.7.0-keras2.7.0
Mask R-CNN for object detection and instance segmentation on Keras==2.7.0 and TensorFlow==2.7.0
jackfrost1411/MaskRCNN
Mask RCNN implementation on a custom dataset! All incorporated in a single python notebook!
spacewalk01/yolov5-face-mask-detection
Face Mask Detection using YOLOv5