TAO Toolkit

Topic	Replies	Views	Activity
NVIDIA TAO Version 6 is Now Available deepstream We’re excited to share the latest release of the NVIDIA TAO version 6 — making it easier to fine-tune vision AI foundation models for your domain-specific applications. What’s new in TAO 6 New vision foundation backbo…	3	232	January 6, 2026
Clarification Needed: Is FaceNet (FaceDetect) free for commercial use, or does it require an AI Enterprise license? tao , deepstream	0	4	March 17, 2026
Can SegFormer‑B5 run on 16GB VRAM	2	18	March 17, 2026
Tao 3.21.08 docker image not found tao , jetson	5	64	March 17, 2026
LPRNet TAO STN Module	1	13	March 14, 2026
How to train my yolov8 model on a ppe dataset using transfer learning yolo , tao	2	29	March 14, 2026
Unable to train YOLOv6 model with TAO yolo , tao	4	43	March 14, 2026
Can i get training-data visualisations used for PeopleNet model?	1	11	March 10, 2026
TAO Toolkit Sparse4D Transfer Learning Issue Report, High-confidence false positives from unmatched queries tao	2	18	March 10, 2026
SegFormer fine-tuning jetson	33	191	March 3, 2026
Cloud_type issue for creating a workspace	5	43	March 2, 2026
Nvidia_tao_core.microservices.app - ERROR - Exception on /api/v2/tao_api_notebooks.zip [GET] jetson , blueprints	6	45	March 2, 2026
_pickle.UnpicklingError (PyTorch 2.6 weights_only) during Re-Identification Evaluate in TAO 6.25.11	1	55	February 23, 2026
Status of Sparse4D TensorRT Deployment in TAO 6.25 tensorrt	5	36	February 8, 2026
Classification pyt Eval and infere mismatch from training	8	21	February 8, 2026
Clipping Annotations at Tile Edges for Mask2former Instance Segmentation tao	1	27	February 5, 2026
Running GestureNet model on Holoscan tensorrt	9	86	February 1, 2026
Stable Dino object detection training or alternative tao	5	56	January 26, 2026
Unable to use multiple GPUs to train grounding dino cuda , tao	13	124	January 19, 2026
Dataloader error tao dino cuda , tao	5	55	January 19, 2026
Mask2former Instance Segmentation Pretrained Models and Backbones tao	3	89	January 19, 2026
Dataloader error	5	71	January 13, 2026
Where can I download a TensorRT 8.6 compatible version of PeopleNet for DeepStream 7.0? deepstream	4	76	January 13, 2026
How Chinese developer pull from nvcr.io/nvidia/tao/tao-toolkit\n\n\n	1	35	January 9, 2026
Accuracy and mIoU of 1.0 when validating Mask2Former	27	671	January 6, 2026
Backbone models for RT-DETR	5	156	January 6, 2026
Poor detection results for converted engine from NVIDIA TLT 3.0 to tao-toolkit 5.5.0 deepstream	4	59	January 6, 2026
While running evaluation part in jupyter notebook it is givng an error cuda	4	54	January 6, 2026
Errors trying to run Efficientdet.ipynb (spec_train.yaml compatibility) tao	3	36	January 6, 2026
Segformer Classification model inference issue tao	5	106	January 6, 2026

NVIDIA TAO Version 6 is Now Available

deepstream

We’re excited to share the latest release of the NVIDIA TAO version 6 — making it easier to fine-tune vision AI foundation models for your domain-specific applications. What’s new in TAO 6 New vision foundation backbo…

3

232

January 6, 2026

Clarification Needed: Is FaceNet (FaceDetect) free for commercial use, or does it require an AI Enterprise license?

tao , deepstream

0

4

March 17, 2026

Can SegFormer‑B5 run on 16GB VRAM

2

18

March 17, 2026

Tao 3.21.08 docker image not found

tao , jetson

5

64

March 17, 2026

LPRNet TAO STN Module

1

13

March 14, 2026

How to train my yolov8 model on a ppe dataset using transfer learning

yolo , tao

2

29

March 14, 2026

Unable to train YOLOv6 model with TAO

yolo , tao

4

43

March 14, 2026

Can i get training-data visualisations used for PeopleNet model?

1

11

March 10, 2026

TAO Toolkit Sparse4D Transfer Learning Issue Report, High-confidence false positives from unmatched queries

tao

2

18

March 10, 2026

SegFormer fine-tuning

jetson

33

191

March 3, 2026

Cloud_type issue for creating a workspace

5

43

March 2, 2026

Nvidia_tao_core.microservices.app - ERROR - Exception on /api/v2/tao_api_notebooks.zip [GET]

jetson , blueprints

6

45

March 2, 2026

_pickle.UnpicklingError (PyTorch 2.6 weights_only) during Re-Identification Evaluate in TAO 6.25.11

1

55

February 23, 2026

Status of Sparse4D TensorRT Deployment in TAO 6.25

tensorrt

5

36

February 8, 2026

Classification pyt Eval and infere mismatch from training

8

21

February 8, 2026

Clipping Annotations at Tile Edges for Mask2former Instance Segmentation

tao

1

27

February 5, 2026

Running GestureNet model on Holoscan

tensorrt

9

86

February 1, 2026

Stable Dino object detection training or alternative

tao

5

56

January 26, 2026

Unable to use multiple GPUs to train grounding dino

cuda , tao

13

124

January 19, 2026

Dataloader error tao dino

cuda , tao

5

55

January 19, 2026

Mask2former Instance Segmentation Pretrained Models and Backbones

tao

3

89

January 19, 2026

Dataloader error

5

71

January 13, 2026

Where can I download a TensorRT 8.6 compatible version of PeopleNet for DeepStream 7.0?

deepstream

4

76

January 13, 2026

How Chinese developer pull from nvcr.io/nvidia/tao/tao-toolkit\n\n\n

1

35

January 9, 2026

Accuracy and mIoU of 1.0 when validating Mask2Former

27

671

January 6, 2026

Backbone models for RT-DETR

5

156

January 6, 2026

Poor detection results for converted engine from NVIDIA TLT 3.0 to tao-toolkit 5.5.0

deepstream

4

59

January 6, 2026

While running evaluation part in jupyter notebook it is givng an error

cuda

4

54

January 6, 2026

Errors trying to run Efficientdet.ipynb (spec_train.yaml compatibility)

tao

3

36

January 6, 2026

Segformer Classification model inference issue

tao

5

106

January 6, 2026

Intelligent Video Analytics TAO Toolkit