Can not integrate WandB with Classification-TF2
Hello, I am trying to integrate WandB with Classification-TF2 following this tutorial. TAO WandB Integration - NVIDIA Docs While it works for DetectNet-v2, it didn’t work for Classification-TF2. Here...
View ArticleDocumentation for BodyPose3d Model training
Hi there i explored pretty much everything but couldn’t find how to Train BodyPose3d Model on custom dataset,as i’ve gone through Bodypose net model but couldn’t find any resources for Fine-Tuning of...
View ArticleTraining Metric Learning Recognition models - how can we monitor validation...
I am trying to fine tune a Metric Learning Recognition model with TAO 5.5. During training, only training loss is saved under train/lightning_logs/version_1 , and therefore can only monitor training...
View ArticleGetting 0 mAP for detectnet_v2 model over 150 epochs
I am trying to train FLIR thermal dataset over detectnet_v2 model but even after 150 epochs the result is 0 mAP these are my system specifications: Device : Ubuntu 22.04 CUDA 12.4 GPU Geforce RTX 4090...
View ArticleDataset Conversion for POseClassificationNet
Hello there,Iam trying to utilize bodypose2d.json for PoseClassifcaitionNet and iam currently using the Datset convert command mentioned in the notebook but when i run that i get ----"pose25d" not...
View ArticleCan we train a yolo model for deepstream on Azure ML or are we obligated to...
I am using tao to train a licence plate detector with a yolov4 tiny model, can I use Azure ML without tao do train or to be compatible with deepstream ? 2 posts - 2 participants Read full topic
View ArticleFaciallandmark TAO app
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) : 4070ti • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc) :...
View ArticleReplacement of Bodypose2d(17) joint points with 3dBodypose(34)
Hi there,iam currently working on integration of bodypose2d model with PoseClassificationNet model and iam also utilizing- Tao convert_dataset command to convert my bodypose2d.json(17 joints) to numpy...
View ArticleTensorboard for visualize training of classification_pyt
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc): RTX 4070 Laptop GPU • Network Type...
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What models requires TensorRT OSS on Deepstream 6.4?
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc): GeForce 4090 • Network Type...
View ArticleMap near to 1
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 ArticleClassification_pyt fails
I am trying to train FAN from classification_pyt. I’ve trained before without any problem. Now getting this error. To resume from a checkpoint, use the below command. Update the epoch number...
View ArticleDataset conversion for Bodypose2d
Hi there, iam trying to get started on training of Bodypose2d model and iam following this notebook Code However my questions is can you help me get the dataset_convert backend code that is being...
View ArticleBeyond PointPillars: What 3D Detection Innovations is NVIDIA Developing?
Hello Nvidia Developer Forum Administrator, I would like to inquire about the category of 3D Object Detection Models. Aside from PointPillars, are there currently any other 3D Object Detection Models...
View ArticlePointPillars Model: Is the Last Column in Infer Folder’s Label Prediction...
Great job to the entire Nvidia team in Nvidia Tao! By the way, when I trained the PointPillars model, I noticed the label text file in the infer folder includes lines like: people -1 -1 0.0000 0.0000...
View ArticleDetectNet V2 TAO 5.5 average_precision very low or zero
I tried modifying lots of the params in the spec file, i’m unable to get person average precision more then 2.5% while the other classes stay at 0. I did analyze the images a bit i have a few images...
View ArticleVisual ChangeNet-Segmentation Discrepancy in Inference Results Between Custom...
Dear NVIDIA Support Team, I successfully converted my model （Visual ChangeNet segmentation) to TensorRT using the NVIDIA TAO Toolkit on an RTX 3060. However, I’ve noticed that the inference results...
View ArticleCUDA out of memory. Tried to allocate 314.00 MiB. GPU Set the environment...
Please provide the following information when requesting support. • Hardware (GTX1650) • Network Type pointpillars • TLT Version Configuration of the TAO Toolkit Instance task_group: model: dockers:...
View ArticleHow to produce cal file in export?
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) RTX4080 • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc)...
View ArticleTAO Toolkit on X86 Ubuntu 22.04 host machine without Nvidia discrete GPU
Hi All, • Hardware: Jetson AGX Orin devkit 64GB • Network Type: Visual ChangeNet • Jetson L4T 35.6.0 • Jetpack 5.1.4 We are trying out VisualChangeNet Segmentation for defect detection on Jetson AGX...
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