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An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

  • interactive-segmentation
  • segment-anything
  • segment-anything-model
  • video-object-segmentation

Top2Vec learns jointly embedded topic, document and word vectors.

  • topic-modeling
  • word-embeddings
  • document-embedding
  • topic-vector

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

  • yolo
  • yolox
  • detection
  • detextron2

Jetpack Media3 support libraries for media use cases, including ExoPlayer, an extensible media player for Android

  • android
  • java
  • exoplayer
  • mediaplayer

Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022

  • feature-matching
  • pose-estimation
  • 3d-vision

TranslatedCovers pre-training data, Tokenizer, Transformer, MoE,distributed training, Scaling Laws, inference & alignment .6 progressive code assignments for full-stack LLM learning