Pinned

1. Semantic-Text-Segmentation-with-Embeddings Semantic-Text-Segmentation-with-Embeddings Public

   Uses GloVe embeddings and greedy sequence segmentation to semantically segment a text document into any number of k segments.

   Jupyter Notebook 31 14

2. letter_images letter_images Public

   Correspondence letters are sometimes saved as images. This repo uses standard business letter layout to extract information from the image of a letter such as: sender, recipient, date, signator, en…

   Jupyter Notebook 2 1

3. stem_detection stem_detection Public

   Using deep learning to detect full stem instances in heavily occluded greenhouse images. The code also detects tomatoes and leaves in those images.

   Python 6 1

4. Tokenization-and-Word-Embedding-Compatibility Tokenization-and-Word-Embedding-Compatibility Public

   The Quora Insincere Question Classification competition allows us to use the four embeddings: glove.840B.300d (GloVe), paragram_300_sl999 (paragram), wiki-news-300d-1M (wiki) and GoogleNews-vectors…

   Jupyter Notebook 7

5. Mask_RCNN_Nucli Mask_RCNN_Nucli Public

   An example using Mask_RCNN to detect nuclei from Kaggle's Data Science Bowl 2018 (see samples/nucli).

   Jupyter Notebook 3

6. Browser-Based-Annotator Browser-Based-Annotator Public

   A browser based annotator where users can label segments with multiple labels, overlap labelled segments, label occluded objects where only disjoint parts appear, mark labelled objects as separate …

   JavaScript 4 2