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mask-rcnn-object-detect

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Daymenion / mask-rcnn-training-with-coco-like-dataset-in-colab

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mask rcnn training with coco-like dataset. You can use for trainnig your own coco.json (polygon) dataset in Google Colab.

machine-learning jupyter-notebook artificial-neural-networks object-detection image-detection webcam-capture mask-rcnn model-training colaboratory video-detection colab-notebook mask-rcnn-models colab-tutorial model-testing google-colaboratory-notebooks mask-rcnn-object-detect coco-format coco-format-annotations mask-detection maskrcnn-training
  • Updated Nov 8, 2021
  • Jupyter Notebook

NAGARGOJE-UTTAM / mask-RCNN-from-scratch

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Complete Mask R-CNN implementation from scratch using TensorFlow & Keras | Computer Vision | Deep Learning | ResNet-50 | FPN | RPN | ROI Align | Object Detection | Instance Segmentation

machine-learning computer-vision deep-learning tensorflow keras cnn resnet object-detection keras-neural-networks cnn-keras resnet-50 computer-vision-algorithms instance-segmentation deep-learning-framework mask-rcnn feature-pyramid-network computer-vision-opencv region-proposal-network roi-align mask-rcnn-object-detect
  • Updated Jul 28, 2026
  • Python

Aymen016 / MaskRCNN-FaceMaskDetection

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The project leverages a pre-trained Mask R-CNN model fine-tuned on a custom dataset for accurate detection and classification. It includes functionalities for training, inference, and visualization of results, and it can be extended for real-time applications using OpenCV.

python opencv tensorflow numpy keras scikit-image coco xml-parser matplotlib mask-rcnn imgaug pre-trained-model mask-rcnn-object-detect
  • Updated Jul 24, 2025
  • Jupyter Notebook

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