google-deepmind/kinetics-i3d

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Convolutional neural network model for video classification trained on the Kinetics dataset.

Stars: 1.8k
Forks: 467
Open beginner issues: 0
Indexed issues: 90

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 12, 2019
Latest indexed: Sep 16, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

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90 open issues indexed

Will the training code be released in the future? Open

google-deepmind/kinetics-i3d#2 · 11 comments · 28 reactions · 0 assignees · Indexed Sep 16, 2026
3D Inception v1 Model Train from Scratch on UCF101 Data Set Open

google-deepmind/kinetics-i3d#3 · 9 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
fine-tuned model on UCF101 and HMDB51 Open

google-deepmind/kinetics-i3d#6 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Could you provide the I3D model of CAFFE version Open

google-deepmind/kinetics-i3d#7 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Value for dropout? Open

google-deepmind/kinetics-i3d#8 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Generating Optical Flow Open

google-deepmind/kinetics-i3d#9 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Image preprocessing Open

google-deepmind/kinetics-i3d#13 · 10 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Where can l dowload the pre-trained model on kinetics dataset? Open

google-deepmind/kinetics-i3d#14 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Can we use i3d on ucf101 Open

google-deepmind/kinetics-i3d#16 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
What is the code used for optical flow ? Open

google-deepmind/kinetics-i3d#17 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
What is the nature of deep convnet used in i3d, is it a vgg16 ? Open

google-deepmind/kinetics-i3d#18 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
IDT Handcrafted Features Open

google-deepmind/kinetics-i3d#19 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
What is the procedure for fine-tuning the model on another dataset? Open

google-deepmind/kinetics-i3d#20 · 0 comments · 8 reactions · 0 assignees · Indexed Sep 16, 2026
Shape of *.npy file? Open

google-deepmind/kinetics-i3d#21 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
How can I train my own model? Open

google-deepmind/kinetics-i3d#22 · 6 comments · 17 reactions · 0 assignees · Indexed Sep 16, 2026
about batch size Open

google-deepmind/kinetics-i3d#23 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
could you release the code to extract optical flow? Open

google-deepmind/kinetics-i3d#24 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
RGB or BGR ? Open

google-deepmind/kinetics-i3d#25 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
How to generate .npy files for different videos? Open

google-deepmind/kinetics-i3d#26 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
What regularizers do you use when training? Open

google-deepmind/kinetics-i3d#27 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Is it better to train from scratch on Kinetics-600? Open

google-deepmind/kinetics-i3d#28 · 36 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
automatic sign language recognition. Open

google-deepmind/kinetics-i3d#29 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
*.npy files include RGB and flow ，which include 79 frames respecitvely.but each rgb frame to a flow frame? Open

google-deepmind/kinetics-i3d#30 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
no Open

google-deepmind/kinetics-i3d#31 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
How can l adapt evaluate_sample.py for hundred of samples ? Open

google-deepmind/kinetics-i3d#32 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Parameters for finetuning on UCF101 and JHMDB Open

google-deepmind/kinetics-i3d#33 · 1 comment · 1 reaction · 0 assignees · Indexed Sep 16, 2026
Data-preprocessing for kinetics-400 Open

google-deepmind/kinetics-i3d#34 · 17 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
is there have pytorch version? Open

google-deepmind/kinetics-i3d#35 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Instructions how to train the model? Open

google-deepmind/kinetics-i3d#37 · 0 comments · 2 reactions · 0 assignees · Indexed Sep 16, 2026
Has anybody reproduced the results on UCF101 and HMDB Open

google-deepmind/kinetics-i3d#38 · 2 comments · 1 reaction · 0 assignees · Indexed Sep 16, 2026
Regarding the 2 dimensions of the Optical Flow Open

google-deepmind/kinetics-i3d#39 · 2 comments · 2 reactions · 0 assignees · Indexed Sep 16, 2026
LiteFlowNet over OpenCV TV-L1 optical flow algorithm. Can we ? Open

google-deepmind/kinetics-i3d#41 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
depth data Open

google-deepmind/kinetics-i3d#42 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
train on my own dataset Open

google-deepmind/kinetics-i3d#45 · 14 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
train from scratch on ucf101 dataset Open

google-deepmind/kinetics-i3d#46 · 10 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
5k steps on UCF-101 => steps in terms of? Open

google-deepmind/kinetics-i3d#47 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Dependencies Open

google-deepmind/kinetics-i3d#48 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Missing data in Kinetics 400 Open

google-deepmind/kinetics-i3d#51 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
code to load 2D parameters (pretrained on imagenet) to 3D model Open

google-deepmind/kinetics-i3d#52 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The difference between the 3D Inception Module and the 2D. Open

google-deepmind/kinetics-i3d#53 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
where can I get the .pb file for the model Open

google-deepmind/kinetics-i3d#54 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 16, 2026
META DATA FILES OF UCF-101 DATASET FOR ACTION RECOGNITION Open

google-deepmind/kinetics-i3d#55 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
how to use the pretrained model Open

google-deepmind/kinetics-i3d#57 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
pre-process videos to 25 FPS Open

google-deepmind/kinetics-i3d#59 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
how to test model on my sample video Open

google-deepmind/kinetics-i3d#61 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Localization of Activity Open

google-deepmind/kinetics-i3d#63 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
What is the difference of I3d and 3d ConvNet? Open

google-deepmind/kinetics-i3d#64 · 9 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
What minimum amount of GPU is needed to finetune pretrained ? 8gb GPU is enough? or i need 12 gb GPU? Open

google-deepmind/kinetics-i3d#65 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
extract features Open

google-deepmind/kinetics-i3d#66 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Difference in precision of the probabilities & logits obtained Open

google-deepmind/kinetics-i3d#68 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

google-deepmind/kinetics-i3d

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