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MODEL_ZOO.md

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Model Zoo

Mirror sites

We use AWS as the main site to host our model zoo. Mirrors for aliyun will come soon.

Datasets

UCF-101 (split-1)

Model Modality Pretrained Avg. Acc. Config Download
TSN RGB ImageNet 86.4% configs/ucf101/tsn_rgb_bninception.py model
TSN TV-L1 ImageNet 87.7% configs/ucf101/tsn_flow_bninception.py model

Kinetics

Model Modality Pretrained Top-1 Acc. Top-5 Acc. Config Download
I3D RGB ImageNet 72.9% 90.8% configs/kinetics400/i3d_kinetics400_3d_rgb_r50_c3d_inflate3x1x1_seg1_f32s2.py model

THUMOS14

Model Modality Pretrained [email protected] [email protected] [email protected] [email protected] [email protected] Config Download
SSN RGB ImageNet 43.09% 37.95% 32.56% 25.71% 18.33% configs/thumos14/ssn_thumos14_rgb_bn_inception.py model

AVA

Model Pretrained [email protected] Config Download
Fast-RCNN Kinetics 21.2 configs/ava/ava_fast_rcnn_nl_r50_c4_1x_kinetics_pretrain_crop.py model