abandonsea/gluon-reid

A code gallery for person re-identification with mxnet-gluon, and I will reproduce many STOA algorithm.

gluon-reid

A code gallery for person re-identification with mxnet-gluon, and I will reproduce many STOA algorithm. Now, I only reproduce 5 papers, and train the model on marktet1501. I will add other datasets later. I also will make further adjustments on these models. Before the end of August, all of these models and codes will be released.

1.Towards Good Practices on Building Effective CNN Baseline Model for Person Re-identification

result	paper	ours
rank1	91.7	93.1
mAP	78.8	80.3

2.In Defense of the Triplet Loss for Person Re-Identification(coming soon)

3.Beyond Part Models: Person Retrieval with Refined Part Pooling

pcb-1536	paper	ours
rank1	92.4	93.1
mAP	77.3	78.2

4.Learning Discriminative Features with Multiple Granularity for Person Re-Identification

result	paper	ours
rank1	95.7	95.8
mAP	86.9	85.7

5.SphereReID: Deep Hypersphere Manifold Embedding for Person Re-Identification(coming soon)

result	paper	ours
rank1	94.4	93.5
mAP	83.6	81.3