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hector6298 / mcmt_gnn

Multi-Object Multi-Camera tracking using graph neural networks. Under active development. My MSc project.
GNU General Public License v3.0
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Explore Re-ID models for finetuning on AIC20 #21

Open hector6298 opened 10 months ago

hector6298 commented 10 months ago

Publications and repositories

Search and Pruning (SnP) Framework for Training Set Search

Parsing-based viewaware embedding network for vehicle ReID

Torchreid

hector6298 commented 10 months ago

Search and Pruning

Objective: Create a small training set from source pool that can train a model with high accuracy on target data.

Image

Look at the size of the blob (it represent the number of identities), it is comparable to other datasets like Market and Duke, but achieves higher accuracy.

This is a dataset oriented approach

It can be used with our existing architecture, or their baseline (Google Inception)