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TF Human Pose Keypoints and Tracking for Folk Dance Choreographies

In this mini-project we use pretrained CENTER-NET model with Tensorflow to extract keypoints of human pose and track them in order to record folk dance choreographies.

Results:

27 Nov 2020

TF Instance Segmentation and Dominant Colors of Kimonos »

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Tensorflow (7) CENTER-NET (1) Human Pose Keypoints (1) OpenCV (3) Instance Tracking (1) FFMPEG (1) Computer Vision (8) MASK R-CNN (1) Instance Segmentation (1) HDBSCAN (1) ColorThief (1) TFLite (1) FaceMesh (1) 3D (1) Pyvista (1) image salient points (1) image local descriptors (1) RANSAC (1) similarity (3) Siamese Net (1) ResNet50 (3) Embeddings (2) Lambda Layer (4) Custom Callback (2) TF Dataset (2) Triplet Net (1) Custom Loss (1) Annoy index (1) DeepLab (1) Image Segmentation (1) Confidence heatmap (1) webscraping (1) MongoDB (1) declarative ML (1) custom Callbacks (1) Keras Tuner (1) tf.data (1) tf.feature_column (1) tabular data (1) Optunity (1) CatBoost (1) Image classification (1) NLP (2) Spacy (2) AllenNLP (1) WordNet (1) BabelNet (1) BERT (1) Node2Vec (1) SupWSD (1) Part-of-speech (1) NetworkX (1) SPARQL (1) RDF (1) Blazegraph (1) GCP (2) NER (1) Word2Vec (1) Gensim (1) Doccano (1)