DIfferent RAM usage (much higher) of TAO Mask_rcnn train
• Hardware 128GB RAM, Intel i9 14000KF, RTX4090 • Network Type Mask_rcnn • TAO Version 5.3.0 • Training spec file default. I train some dataset of images and the avg widthxheight of images in dataset...
View ArticleFine Tuning DINO Retail Object detector - error out as it expects...
Previous thread: Fine Tuning Retail Object Detection Models provided in NGC - #6 by Morganh where we are attempting to fine tune DINO Retail Object detector with TAO 5.5 I am getting following error...
View ArticleDecoding etlt files to onnx with batch size defined
Hi, So, I have a .etlt model file for a yolo_v4 model generated from a tao3.xtf1.15 container, I am using the code given in tao_toolkit_recipes/tao_forum_faq/FAQ.md at main ·...
View ArticleFinetuning fastervit classification model
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) - A10G • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc) -...
View ArticleWhere can I find the EULA for the PeopleNet model card?t
I am looking for the EULA text of the Peoplenet models but haven’t been able to find it - appreciate any help, thanks! NVIDIA NGC Catalog PeopleNet | NVIDIA NGC 3 class object detection network to...
View ArticleMissing `ann_file` field while training with Image Classification PyT
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc): NVIDIA GeForce RTX 3070 • Network Type...
View ArticleCannot use TAO Deploy in Jetson AGX Orin
I follow the TAO deploy tutorial into a container with command sudo docker run -it --rm --net=host --runtime nvidia -e DISPLAY=$DISPLAY -v /tmp/.X11-unix/:/tmp/.X11-unix...
View ArticleDo transfer learnning using TAOT
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) t4 • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
View ArticleNot supported URL scheme http+docker occured again in TAO 5.5
Please provide the following information when requesting support. • Hardware (RTX 4090D) • Network Type (OCDNet) • TLT Version (Please run “tlt info --verbose” and share “docker_tag” here)...
View ArticleDocker instantiation failed with error: 500 Server Error
When running: (launcher) root@TAO-NVIDIA-INFERENCE-1GPU:~# tao model faster_rcnn train I am getting this error: 2024-12-03 13:01:27,261 [TAO Toolkit] [INFO] root 160: Registry: ['nvcr.io'] 2024-12-03...
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Issue porting efficientnet b0 to deepstream from TAO using onnx
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) RTX2060 • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
View ArticleError during TAO training in WSL2
I am training a model using the TAO Toolkit in WSL2, but I am encountering the following error during training. Could you help me identify the issue? 2024-12-05 05:33:38,306 [TAO Toolkit] [INFO] main...
View ArticleMdx-deepstream container cannot see GPUs
Please provide the following information when requesting support. • Hardware dual L4 AMD64 system with 96 Gbyte RAM I am following the setup instructions for the metropolis microservices for...
View ArticleThe container stops in between TAO training
I am training a model using the TAO Toolkit in WSL2 with GPU support, but when i start the training the container automatically stops after 1-2 epochs, also the training speed is relatively slow. My...
View ArticleClassification FT2 - Question about eporting trt engine
Please provide the following information when requesting support. • Hardware (RTX) • Network Type (Classification) • TLT Version (5.5.0) • Training spec file(If have, please share here) • How to...
View ArticleTraining fpenet from scratch on tao for one keypoint
Please provide the following information when requesting support. • Hardware (Desktop/rtx 2070) • Network Type (fpenet) • TLT Version (nvcr.io/nvidia/tao/tao-toolkit:5.0.0-tf1.15.5) • Training spec...
View ArticleCannot fpenet dataset_convert
Please provide the following information when requesting support. • Hardware (Desktop/rtx 2070) • Network Type (FPEnet) • TLT Version (Please run “tlt info --verbose” and share “docker_tag” here) •...
View Article3D action recognition (tao toolkit) - simultaneous recognition of actions and...
Can 3D action recognition work for non human datasets? I want to classify if a car is moving forward or backwards, and at the same time I want to classify if the car is full or empty so i would have...
View Article3D actionrecognition - Learning features
Can action recognition classify action and the object that performs the action. Example, i want to know if an animal is running or walking, can I have classes like this: Dog-running, Cat-running,...
View ArticleTraining PoseClassificationNet Model
Hi Team, iam currently working on training of PoseClassifciationNet Model however i extracted the following .json file from BodyPose3d Model: bodypose_3dbp.zip (1.8 MB) I have a few questions...
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