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Incorrect pointpillar inference results
Actually this is not directly but indirectly related to TAO as what I’m gonna describe here currently has nothing to do with training my own pointpillarnet model using TAO toolkit, but I downloaded...
View ArticleTAO Facenet precision is much less after deployment
• Hardware (RTX3070) • Network Type (Facenet) • TAO Version (5.0.0-tf1.15.5, 5.2.0-deploy) • Training spec files (getting_started_v5.1.0/notebooks/tao_launcher_starter_kit/facenet/specs) Hi, I’ve...
View ArticleError while training Deformable_detr using TAO
Please provide the following information when requesting support. • RTX3050 • Deformable_DETR • TLT Version (Please run “tlt info --verbose” and share “docker_tag” here) • Training spec file(In...
View ArticleNVIDIA GTC – Computer Vision and Video Analytics Recommended Sessions
NVIDIA GTC is happening in person at the San Jose Convention Center and virtually on March 18-21. This year we are excited to present a lineup of sessions featuring cutting-edge vision AI techniques...
View ArticleInference on LPDNet onnx file
Hi, I am currently trying to use the LPDNet in my environment. I have downloaded the LPDNet_usa_pruned_tao5.onnx file and understood it is based on detectnet_v2. I cannot, however, figure out how to...
View ArticleError while pulling container tao-toolkit:5.0.0-tf1.15.5
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc) • TLT...
View ArticleLPDNet post processing
• Hardware Platform: GPU Tensor RT version: TensorRT 8.6.1.6 LPDNet model using the LPDNet_usa_pruned_tao5.onnx file to load and run on triton inference server. I am getting the inference results...
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FileNotFoundError: Experiment spec file wasn't found
Please provide the following information when requesting support. • RTX3050Ti • TAO Annotation convert • TAO version 5.2.0.1 • Training spec file(If have, please share here) data_spec.txt (304 Bytes)...
View ArticleExporting to ONNX
I use the below command to export a model to ONNX; tao model faster_rcnn export --gpu_index $GPU_INDEX -m /workspace/tao-experiments/model.hdf5 \ -o $USER_EXPERIMENT_DIR/model.onnx \ -e...
View ArticleTraining Interrupted during loading pretrained weights
Please provide the following information when requesting support. • RTX3050 • Network Type LPRnet • TAO Version: toolkit_version: 5.2.0.1 • Training spec file(If have, please share here)...
View ArticleDocker pull failed. 500 Server Error: Internal Server Error
I am trying to pull the gen_trt_engine: !tao deploy faster_rcnn gen_trt_engine --gpu_index $GPU_INDEX \ -m $USER_EXPERIMENT_DIR/modelx.onnx \ -e $SPECS_DIR/default_spec_resnet50-birds_updated.txt \...
View ArticleError while training detectnet v2 taotollkit on default notebook
Please provide the following information when requesting support. • Hardware (T4/V100/Xavier/Nano/etc) • Network Type (Detectnet_v2/Faster_rcnn/Yolo_v4/LPRnet/Mask_rcnn/Classification/etc) • TLT...
View ArticleYolo-v4 on colab - ModuleNotFound - No module named 'uff'
Please provide the following information when requesting support. • Hardware (T4) • Network Type (resnet18) • TLT Version (Please run “tlt info --verbose” and share “docker_tag” here) • Training spec...
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LPRNet gives different results when running on Jetson
• Hardware Platform Jetson • DeepStream Version 6.3 • JetPack Version 5.1 • TensorRT Version 5.1 • Issue Type: questions LPRNet I have trained on custom dataset produces different results when running...
View ArticlegetPluginCreator could not find plugin: ProposalDynamic version: 1
Hello, I exported a model from HDF5 to ONNX to a tensorRT Engine. It’s a fastercnn model. When I try inference with TensorRT (following this notebook), I get an error: runtime =...
View ArticlePermission denied error occurring with dataset_convert
Hello. When I execute tao model yolo_v3 dataset_convert -d /workspace/tao-experiments/kitti_config -o /workspace/tao-experiments/output_tfrecords , I encounter an error:...
View ArticleTAO ssd training error
Running TAO training from following command. !ssd train --gpus 1 --gpu_index $GPU_INDEX -e $SPECS_DIR/ssd_train_resnet18_kitti.txt -r $USER_EXPERIMENT_DIR/experiment_dir_unpruned -m...
View ArticleTao Toolkit Roc curve
I am trying to run the example of DetectNet-V2 and i want to get the ROC curve , accuracy and the confusion matrix of it how do i get it 1 post - 1 participant Read full topic
View ArticleInstalling nvidia TAO toolkit API
Hi, I am trying to install the nvidia TAO tookit API (DGX was replaced so I’m back doing this :) ) I noticed that when installing the bare metal script it checks the ubunutu version. and sets up the...
View ArticleAccuracy and Roc curve
I have used resnet34_peoplenet_int8.onnx file for my people detection my project now i want to get the roc curve , accuracy , f1 score and the confusion matrix how will i do it please help me asap 3...
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