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spencer's Projects

amc_att icon amc_att

AMC: Attention guided Multi-modal Correlation Learning for Image Search

autodeeplab icon autodeeplab

Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation

bootcamp icon bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

cbir icon cbir

🏞 A content-based image retrieval (CBIR) system

deepimagesearch icon deepimagesearch

Deep Image Search is an AI-based image search engine that includes deep transfer learning features Extraction and tree-based vectorized search technique.

doodle2search icon doodle2search

Doodle to Search: Practical Zero Shot Sketch Based Image Retrieval

imageretrieval-lsh icon imageretrieval-lsh

离线构建大规模图像特征索引库,实现在线相似图片精准查询

pytorchvideo icon pytorchvideo

A deep learning library for video understanding research.

rekognition-image-search-engine icon rekognition-image-search-engine

Reference implementation on building a local image search engine that uses Amazon Rekognition image labels to create an inverted index.

sis icon sis

Simple image search engine

tensorflowsearch icon tensorflowsearch

Visual Search + Crawler + Clarifai based Content Identifier (forked and modified from Visual Search Server)

tirg icon tirg

deep learning, image retrieval, vision and language

visual-search icon visual-search

Create a visual search engine using tensorflow serving, elasticsearch, vuejs and nginx.

visual-search-1 icon visual-search-1

Visual search implementation resources, including an explanatory Jupyter notebook and Amazon SageMaker and AWS DeepLens code.

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