RomRoc/maskrcnn_train_tensorflow_colab

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Created almost 6 years ago
Updated over 5 years ago

RomRoc/maskrcnn_train_tensorflow_colab

RomRoc

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Google Colab (Jupyter) notebook to train Instance Segmentation Tensorflow model with custom dataset, based on Matterport Mask R-CNN

objdet_train_tensorflow_colab

Google Colab (Jupyter) notebook to retrain Object Detection Tensorflow model with custom dataset.

Jupyter Notebook

objdet_fizyr_colab

Colab (Jupyter) notebook to train Object Detection model with custom dataset, based on Fizyr implementation of RetinaNet in Keras.

Jupyter Notebook

deeplab_retrain_ade20k_colab

Colaboratory (Jupyter) notebook to retrain model for semantic segmentation in Deeplab, Tensorflow. Initial model is MobileNet or Xception with ADE20K dataset. Derived from Tensorflow official demo.

Jupyter Notebook

kaggle_airbusship_maskrcnn_colab

Google Colab (Jupyter) notebook for Kaggle Airbus Ship detection competition, based on Matterport Mask R-CNN

Jupyter Notebook

deeplab_retrain_voc2012_colab

Colaboratory (Jupyter) notebook to retrain model for semantic segmentation in Deeplab, Tensorflow. Initial model is MobileNet or Xception with Pascal Voc 2012 dataset. Derived from Tensorflow official demo.

Jupyter Notebook

kaggle_proteinatlas_fastai_colab

Google Colab (Jupyter) notebook for Kaggle Protein Atlas classification competition, based on Fast.ai and Pytorch

Jupyter Notebook