instance-segmentation
Here are 674 public repositories matching this topic...
Machine Learning for Object Detection using TensorFlow 2+
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Dec 19, 2022 - Python
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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Mar 24, 2023 - Python
Detect damaged car parts using instance segmentation, mask r-cnn, and the Detectron2 library
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Mar 6, 2023 - Jupyter Notebook
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow, specifically for occlusion handling.
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Jul 7, 2023 - Python
Glimpse front end
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Jan 5, 2023 - CSS
The code for paper "CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning"
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Jun 6, 2020 - Python
Survey Paper - Panoptic Segmentation
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Mar 14, 2021
Instance segmentation with Mask R-CNN
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Jul 22, 2021 - Jupyter Notebook
Instance segmentation: two training stages with transfer learning, two inference stages with EfficientNetV2 and Mask R-CNN R101-FPN, ensemble masks with Weighted Boxes Fusion, heavily rotated Mosaic w/o artifact or tiny bounding boxes, Test time augmentation, five-fold cross-validation, Detectron2 with Albumentations, CIoU loss andGIoU loss.
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Feb 11, 2022 - Jupyter Notebook
Solution of NTO AI. The task is to translate students handwritten text in their notebooks into digital text.
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Dec 23, 2022 - Jupyter Notebook
Detectron2 is a modular, flexible, and scalable object detection framework that is built on top of PyTorch. It provides a number of state-of-the-art object detection algorithms, including Mask R-CNN, Faster R-CNN, and YOLOv4.
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Sep 2, 2023 - Jupyter Notebook
A small project for comparing the outputs of SAM (Segment Anything) and FastSAM, with a practical GUI
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Oct 28, 2023 - Python
Converter of SOLOv2 instance segmentation model based on mmdetection codebase
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Aug 24, 2022 - Python
Siamese Mask R-CNN model for one-shot instance segmentation
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May 19, 2020 - Jupyter Notebook
CNN experiments for Bachelor Thesis at BUT FIT
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May 19, 2021 - Python
CascadeRCNN implementation using PyTorch
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May 30, 2022 - Python
YOLACT++ instance segmentation custom training
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Jul 24, 2021 - Jupyter Notebook
First project to implement from data 2 deployment on streamlit
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Mar 3, 2022 - Jupyter Notebook
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