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Image classification and Object detection + segmentation on a custom dataset of ID cards

Colab-friendly project written in Pytorch.

Image classification using Resnet18.
Object detection and segmentation using Mask RCNN with Resnet50 backbone.

You can view the Jupyter Notebook here.

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Colab-friendly implementation of MaskRCNN in PyTorch with ResNet18 and ResNet50 backends. Fit for image classification, object detection, and segmentation.

nbviewer.jupyter.org/github/atherfawaz/Mask-RCNN-PyTorch/blob/main/DS_Project_Object_Detection.ipynb

python cnn pytorch image-classification object-detection image-segmentation resnet-50 maskrcnn cnn-classification resnet-18 colab-notebook

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