Talk is cheap, show me the code.

Datasets

• Instance-335 (instance search) [Download]
• CMM-Fashion (deep metric learning) [Download]

Source codes (in C++ or Python)

1. CLAID Class Agnostic Instance-level Descriptor
2. LIP-VIREO Traditional local interest point detectors and descriptors
3. xkmeans k-means and its variants
4. TSDG Indexing graph construction and graph-based fast NN search
5. DASR Deeply Activated Salient Region for Instance Search
6. product-quantizer Product quantizer for fast NN search
7. PCA PCA analysis for both row >= col and row < col
8. Mean-shift Mean shift for image shading and segmentation

Lecture Slides

1. C Programming
2. Multimedia Information Retrieval
3. Optimization Theory, Method and Practice

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