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- Highlighting the work of SOTA reseachers & practitioners who publish code, models, app & notebooks (in some cases) for a paper -
- ML Concepts explained in under a minute with accompanying notebook and notebook code walkthrough -
- Discover and compare SOTA solutions for tasks with a few keystrokes/clicks -
- Free APIs for tasks using SOTA models (with permissive licenses). Please use for evaluation only to avoid overwhelming servers -
- demo apps hosted on TWC servers and/or on Hugging Face -
- notebooks in Google colab -
- Github repos with experiments that are work in progress
- Image background removal - API available now
- Video background removal
- Classifying the dominant object in the foreground of an image
- Detecting multiple objects within an image
- Image Captioning
- Video quality assessment
- Learning image embeddings
- Sentence embeddings for Semantic search, similarity, and clustering
- Exploratory tasks
- for Image background removal. API usage illustrated in
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- Compare two model outputs (SimMIM & VIT base) in Colab
- Classifies input image into one of 1000 classes
- Compare models through separate apps (Detic & OWL-ViT)
- . Detic Model
- OWL-ViT model
- OWL-ViT model
- GRIT fork Evaluate in Colab
- DOVER fork Evaluate in Colab
- Sentence Similarity Comparison app &
- Semantic Search Comparison app &
- Semantic Clustering Comparison app &
- SimCSE fork - 👨💻 for use in comparison app
- SGPT fork - 👨💻 for use in comparison app
- DCPCSE fork - 👨💻 for use in comparison app
- OpenAI embeddings wrapper 👨💻
- 🤗 Hugging Face models wrapper 👨💻 for comparison app
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