NVIDIA
NVIDIA
Action Recognition Net
Model
NVIDIA
NVIDIA
Action Recognition Net

5 class action recognition network to recognize what people do in an image.

12 Versions
trainable_rgb_3dSigned
08/29/2024 5:59 PM UTC316.64 MBBatch Size: 1GPU: V100
SHA256 digests
KeyValue
resnet18_3d_rgb_hmdb5_32.tlt722336f8ac6f69665435858d7c322246910082dc483da37b696a2cf097273c35
experiment.yaml341f99ead2eb1e3e7b800464f6f5a5a69297c46bf26062f72a2eeb2441460834
TAO Toolkit API
KeyValue
endpoints['action_recognition']
format_version0.0.1
model_formattlt
tao_version['>=5.5.0']
trainableTrue
TAO Toolkit UI Metadata
KeyValue
licenseNVAIE EULA
is_backboneFalse
taskaction_recognition
format_version0.0.1
backbone_typecnn
domainpurpose-built
num_parameters1M
backbone_classresnet
08/29/2024 5:59 PM UTC109.53 MBBatch Size: 1GPU: V100
SHA256 digests
KeyValue
experiment.yaml1f5ffc43ca357700a698daef834cf22df24186d8c85f83f430329dd2129451ee
resnet18_2d_rgb_hmdb5_32.tlt46cae35e30d6ab42b4437ca4ad246c59cd5937bb4a62357bb4228d5eb30135fd
TAO Toolkit API
KeyValue
endpoints['action_recognition']
format_version0.0.1
model_formattlt
tao_version['>=5.5.0']
trainableTrue
TAO Toolkit UI Metadata
KeyValue
licenseNVAIE EULA
is_backboneFalse
taskaction_recognition
format_version0.0.1
backbone_typecnn
domainpurpose-built
num_parameters1M
backbone_classresnet
08/29/2024 5:58 PM UTC316.49 MBBatch Size: 1GPU: V100
SHA256 digests
KeyValue
resnet18_3d_of_hmdb5_32_xavier.tlt487818877f874031d7bd3503379a0de313ad3aa17b1f47f0681d387b2e918aa7
experiment.yaml3f32b82d866ac45f09cf98b5b99398111fe93ae7cd5b6da690c5d8f928aa26cd
TAO Toolkit API
KeyValue
endpoints['action_recognition']
format_version0.0.1
model_formattlt
tao_version['>=5.5.0']
trainableTrue
TAO Toolkit UI Metadata
KeyValue
licenseNVAIE EULA
is_backboneFalse
taskaction_recognition
format_version0.0.1
backbone_typecnn
domainpurpose-built
num_parameters1M
backbone_classresnet
08/29/2024 5:58 PM UTC316.49 MBBatch Size: 1GPU: V100
SHA256 digests
KeyValue
resnet18_3d_of_hmdb5_32_a100.tlt698f018e9cd8148c3bb3aec001e302b1f9acfba19f3028db6686df250278b254
experiment.yaml3f32b82d866ac45f09cf98b5b99398111fe93ae7cd5b6da690c5d8f928aa26cd
TAO Toolkit API
KeyValue
endpoints['action_recognition']
format_version0.0.1
model_formattlt
tao_version['>=5.5.0']
trainableTrue
TAO Toolkit UI Metadata
KeyValue
licenseNVAIE EULA
is_backboneFalse
taskaction_recognition
format_version0.0.1
backbone_typecnn
domainpurpose-built
num_parameters1M
backbone_classresnet
08/29/2024 5:57 PM UTC108.57 MBBatch Size: 1GPU: V100
SHA256 digests
KeyValue
resnet18_2d_of_hmdb5_32_xavier.tltf3b8211173da965d5691c4057887e46cc25f41877764097d03df93dbe972e5b9
experiment.yaml1b2b63327d201102d3d761c56aa901a58027aaf750022730e18a165c7f970bba
TAO Toolkit API
KeyValue
endpoints['action_recognition']
format_version0.0.1
model_formattlt
tao_version['>=5.5.0']
trainableTrue
TAO Toolkit UI Metadata
KeyValue
licenseNVAIE EULA
is_backboneFalse
taskaction_recognition
format_version0.0.1
backbone_typecnn
domainpurpose-built
num_parameters1M
backbone_classresnet
08/29/2024 5:57 PM UTC108.56 MBBatch Size: 1GPU: V100
SHA256 digests
KeyValue
experiment.yaml1b2b63327d201102d3d761c56aa901a58027aaf750022730e18a165c7f970bba
resnet18_2d_of_hmdb5_32_a100.tlt97031acab8ae6d08644356361e438a0cde1f785f387f859a16ae2174335f6157
TAO Toolkit API
KeyValue
endpoints['action_recognition']
format_version0.0.1
model_formattlt
tao_version['>=5.5.0']
trainableTrue
TAO Toolkit UI Metadata
KeyValue
licenseNVAIE EULA
is_backboneFalse
taskaction_recognition
format_version0.0.1
backbone_typecnn
domainpurpose-built
num_parameters1M
backbone_classresnet
deployable_onnx_v2.0Signed
03/13/2024 10:47 PM UTC339.78 MBAccuracy: 88120 EpochsBatch Size: 1GPU: V100
deployable_onnx_v1.0Signed
03/13/2024 10:47 PM UTC170.33 MBAccuracy: 88120 EpochsBatch Size: 1GPU: V100
deployable_v2.0SelectedSigned
10/12/2023 4:32 PM UTC339.78 MBAccuracy: 88120 EpochsBatch Size: 1GPU: V100
trainable_v2.0Signed
10/12/2023 4:30 PM UTC850.11 MBAccuracy: 88120 EpochsBatch Size: 1GPU: V100