RomRoc's repositories
objdet_train_tensorflow_colab
Google Colab (Jupyter) notebook to retrain Object Detection Tensorflow model with custom dataset.
maskrcnn_train_tensorflow_colab
Google Colab (Jupyter) notebook to train Instance Segmentation Tensorflow model with custom dataset, based on Matterport Mask R-CNN
objdet_fizyr_colab
Colab (Jupyter) notebook to train Object Detection model with custom dataset, based on Fizyr implementation of RetinaNet in Keras.
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.
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.
kaggle_airbusship_maskrcnn_colab
Google Colab (Jupyter) notebook for Kaggle Airbus Ship detection competition, based on Matterport Mask R-CNN
kaggle_proteinatlas_fastai_colab
Google Colab (Jupyter) notebook for Kaggle Protein Atlas classification competition, based on Fast.ai and Pytorch
imgrec_train_tensorflow_colab
Google Colab (Jupyter) notebook to retrain a model with transfer learning, and make image recognition in Tensorflow.
roboflow_notebooks
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.