openvinotoolkit / training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

https://openvinotoolkit.github.io/training_extensions/

Repository from Github https://github.comopenvinotoolkit/training_extensions

openvinotoolkit/training_extensions Issues

Consider python 3.12 as a default python version for OTX
Updated 5 months ago2
Improve DinoV2 performance for classification tasks
Updated 6 months ago28
Introduce MobileNetV4 for Improved Performance
Updated 6 months ago17
Support linear classifier fine-tuning for classification models
Updated 6 months ago15
Does Openvino training extension allow last layer only retraining ?
Updated 6 months ago1
Extend otx CLI Functionality with Additional Subcommands
Updated 6 months ago
Add a Detailed Troubleshooting and FAQ Section
Updated 6 months ago
Issue: FMeasure compute too slow for detection task
Closed 9 months ago
Support Different backend for torchmetric.
Updated 10 months ago
Feature Request: Support for 16 bit integer or 32 bit float single channel images
Updated 10 months ago10
ONNX dynamic shaping error in OpenCV embedding shape interpolate
Closed 10 months ago1
Issue: RTDETR Accuracy Regression in `develop` branch
Closed 10 months ago3
Issue with YOLOX-Tiny: Variable Input Size Not Functioning
Updated 10 months ago
Feature Request: Add support for EfficientAD from Anomalib
Updated 10 months ago2
LoRA or QLoRA for LLMs?
Updated a year ago1
Feature Request: Add support for MobileNet V4
Closed a year ago2
Question around OTX 2.x moving mean_values and scale_values from "conversion_parameters" to "model_info" within IR XML
Closed a year ago4
Problems in multi-card distributed training
Closed a year ago5
Accuracy drop on Post-Training Quantization (PTQ) optimized model for maskrcnn-swimt
Closed a year ago4
Feature Request: Allow serialization of custom mean and std values
Updated a year ago
Is this only for pytorch 2.1.1？
Closed a year ago5
OTX v2 visual prompting tasks cannot load datumaro datasets
Closed a year ago5
Feature Request: Support custom and non-square input sizes
Closed a year ago6
Export error after training
Updated a year ago6
Anomaly task training performance degradation for v2.0.0
Closed a year ago1
ZSL model fails to locate previously saved features when a relative path is passed
Closed a year ago1
RuntimeError: result type ComplexFloat can't be cast to the desired output type Float
Closed a year ago4
OTX v2 action detection "RuntimeError: one_hot is only applicable to index tensor."
Closed a year ago1
Post processing of image classification model
Closed a year ago2
OTX 2.0 version How to use Distributed training Multiple GPU
Closed a year ago
Failures on unittests for otx.core.ov modules
Closed a year ago8
OTX 2.1 Issues with overriding metrics
Closed a year ago2
FMeasureCallable bug inference with OV model
Closed a year ago1
Slowness issues with np array based transform (otx.core.data.transform_libs.torchvision.Resize)
Closed a year ago3
E2E test failures on anomaly task
Closed a year ago3
File not found error happens when user runs multiple same comment
Closed a year ago
OTX v2.1 classification train & test -> "TypeError: otx.algo.classification.efficientnet_b0.EfficientNetB0ForMulticlassCls.<lambda>"
Closed a year ago4
OTX v2.1 detection train: "RuntimeError: Cannot obtain best_confidence_threshold updated previously. Please execute self.update(best_confidence_threshold=None) first."
Closed a year ago6
How to run inference on an exported tiled Object Detection model in C++ (using version/branch 1.6)
Closed a year ago2
E2E test failures on explain command in multiple tasks
Closed a year ago
E2E test failures while train instance segmentation models
Closed a year ago2
OTX v2 tiled instance segmentation models fail to perform PTQ optimization
Closed a year ago5
OTX2.0 exported model test issue: "Encountered different devices in metric calculation"
Closed a year ago4
OTX2.0 Anomaly tasks show 0 accuracy on mvtec datasets
Closed a year ago3
OTX 2.0 fails to evaluate the exported models trained with tiling
Closed a year ago3
Circular import issue with import otx.core.model.entity.classification
Closed a year ago
No evaluation metric outputs for Anomaly exported & optimized models
Closed a year ago3
Why we need a monkey patch for mm* data preprocessors in OTX 2.0
Closed 2 years ago1
Multi-GPU training integration test failure
Closed 2 years ago1
RuntimeError while NNCF optimization regression testing with MaskRCNN-EfficientNetB2B template for the instance segmentation
Closed 2 years ago