Category Index¶

augmentation¶

augmentation.vision¶

augmentation.vision.2d¶

augmentation.vision.2d.training¶

Name	UUID	Execution Contexts
Generic augmentations	`ea6f6a...`	`leip_af`

augmentation.vision.2d.validation¶

Name	UUID	Execution Contexts
Generic augmentations	`8979da...`	`leip_af`

calibrator¶

calibrator.basic¶

Name	UUID	Execution Contexts
Calibrator	`2f3d91...`	`leip_forge`

calibrator.none¶

Name	UUID	Execution Contexts
No Calibrator	`0affa4...`	`leip_forge`

callback¶

callback.checkpoint¶

Name	UUID	Execution Contexts
Checkpointing	`0f7157...`	`leip_af`

callback.detection¶

callback.detection.post_processing¶

Name	UUID	Execution Contexts
General Detection Postprocessor	`901dad...`	`leip_af`

callback.early_termination¶

Name	UUID	Execution Contexts
Early Stopping	`eb76db...`	`leip_af`

callback.learning_rate_monitor¶

Name	UUID	Execution Contexts
Learning Rate Monitor	`468f90...`	`leip_af`

callback.progress_bar¶

Name	UUID	Execution Contexts
Progress Bar - Custom	`2cd6ed...`	`leip_af`
Progress Bar	`10203d...`	`leip_af`

callback.quantization¶

Name	UUID	Execution Contexts
Quantization-Guided Training	`41ef12...`	`leip_af`
Training-aware Quantization - Basic	`7e92f2...`	`leip_af`
Training-aware Quantization - Expert	`d385c3...`	`leip_af`
Training-aware Quantization - Custom	`de0282...`	`leip_af`
Training-aware Quantization - Yolo Small - 960 kB	`10a397...`	`leip_af`

callback.reproducibility¶

Name	UUID	Execution Contexts
Reproducibility	`f0b5f6...`	`leip_af`

callback.swa¶

Name	UUID	Execution Contexts
Stochastic Weight Averaging	`916d6a...`	`leip_af`

callback.telemetry¶

Name	UUID	Execution Contexts
File-based telemetry	`5dc60e...`	`leip_af`

checkpoint¶

Name	UUID	Execution Contexts
No Checkpoint	`57de58...`	`leip_af`
Download ckpt file	`7242d9...`	`leip_af`
Local ckpt file	`ae000e...`	`leip_af`

checkpoint.lor¶

Name	UUID	Execution Contexts
Remote LOR model	`8d28d3...`	`leip_af`

checkpoint.lre¶

Name	UUID	Execution Contexts
Local LRE compiled model	`a64f12...`	`leip_af`

command¶

command.setup¶

Name	UUID	Execution Contexts
Full Recipe	`9e361c...`	`leip_forge`
Full Recipe	`cb1c07...`	`leip_stub_gen`
Full Recipe	`1e1a69...`	`leip_af`

compiler¶

Name	UUID	Execution Contexts
TVM Compiler	`3900ea...`	`leip_forge`
TensorRT Compiler	`1239ac...`	`leip_forge`

data_generator¶

data_generator.vision¶

data_generator.vision.classification¶

data_generator.vision.classification.2d¶

Name	UUID	Execution Contexts
EuroSAT	`2407ae...`	`leip_af`
Composite - MixUp Classification	`9b85c1...`	`leip_af`
FGVC_Aircraft	`cf58ca...`	`leip_af`
Cifar10	`8a88a3...`	`leip_af`
GTSRB	`c92715...`	`leip_af`
Stanford_Cars	`127987...`	`leip_af`
MSCOCO	`043b3c...`	`leip_af`
Composite - Random subset	`663f60...`	`leip_af`
Imagenette	`2f34c4...`	`leip_af`
Cifar100	`f3f6cc...`	`leip_af`
Open Images	`24c068...`	`leip_af`
Unlabeled Dataset	`904ae5...`	`leip_af`
Composite - Class selector	`6f64a1...`	`leip_af`
BYOD - Classification	`ab2cca...`	`leip_af`
Composite - Data joiner	`c58c8e...`	`leip_af`

data_generator.vision.detection¶

data_generator.vision.detection.2d¶

Name	UUID	Execution Contexts
Unlabeled Dataset	`4210ab...`	`leip_af`
Ship Detection (data/sets/kaggle/detection/pascal-ship-dataset)	`ff708e...`	`leip_af`
Composite - Data joiner	`f47c92...`	`leip_af`
BYOD from Url - YOLO format	`8b3b2f...`	`leip_af`
Dice, Car, Battery Detection (data/sets/kaggle/detection/kitti-dice-car-battery-detection-new)	`d2f16a...`	`leip_af`
COCO	`67a4dc...`	`leip_af`
BYOD from Url - COCO format	`89bec1...`	`leip_af`
COCO Car Detection (data/sets/kaggle/detection/coco-car-dataset)	`973b29...`	`leip_af`
BYOD from Url - KITTI format	`f81ed6...`	`leip_af`
PASCAL VOC	`4069e9...`	`leip_af`
Fruits Detection (data/sets/kaggle/detection/mbkinaci-fruit-images-for-object-detection)	`e390e1...`	`leip_af`
BYOD - PASCAL format	`76e87d...`	`leip_af`
BYOD - KITTI format	`7605e6...`	`leip_af`
Zenodo wheat (data/sets/url/detection/zenodo-wheat)	`3acb0d...`	`leip_af`
BYOD from Url - PASCAL format	`dc657f...`	`leip_af`
Composite - Mosaic	`17526b...`	`leip_af`
Dice Detection (data/sets/kaggle/detection/pascal-dice-dataset)	`85ca7e...`	`leip_af`
Dials and gauges (data/sets/url/detection/dials-and-gauges-pascal-like)	`75ad8b...`	`leip_af`
Smoke (data/sets/url/detection/smoke-pascal-like)	`033ac0...`	`leip_af`
BYOD - COCO format	`bc0fff...`	`leip_af`
BYOD - YOLO format	`0372b1...`	`leip_af`
VAID (Overhead Car Detection)	`1d4719...`	`leip_af`
Composite - Random subset	`85a7b7...`	`leip_af`
Smoke Detection (data/sets/kaggle/detection/pascal-smoke-dataset)	`cd41de...`	`leip_af`
Fire and smoke (data/sets/url/detection/fire-and-smoke-coco-like)	`eeb095...`	`leip_af`
Attach FiftyOne Dataset	`6e0b11...`	`leip_af`
Composite - Matting	`af418e...`	`leip_af`
Car Detection (data/sets/kaggle/detection/sshikamaru-car-object-detection)	`783129...`	`leip_af`
Composite - Class selector	`bf4d7c...`	`leip_af`
Face Mask Detection (data/sets/kaggle/detection/andrewmvd-face-mask-detection)	`9ef68f...`	`leip_af`
Pothole Detection (data/sets/kaggle/detection/andrewmvd-pothole-detection)	`4ddad4...`	`leip_af`

data_generator.vision.segmentation¶

data_generator.vision.segmentation.2d¶

Name	UUID	Execution Contexts
BYOD - RLE format	`ed4ff1...`	`leip_af`
SIIM ACR Pneumothorax Segmentation (data/sets/kaggle/detection/jesperdramsch-siim-acr-pneumothorax-segmentation-data)	`be3027...`	`leip_af`
PASCAL VOC Segmentation	`10eb1f...`	`leip_af`
iMaterialist (Fashion) 2019 (data/sets/kaggle/segmentation/competitions-imaterialist-fashion-2019-FGVC6)	`c2f130...`	`leip_af`
Composite - Data joiner	`47846f...`	`leip_af`
Drone Segmentation (kaggle/bulentsiyah-semantic-drone)	`6bb4cc...`	`leip_af`
Unlabeled Dataset	`ca72c2...`	`leip_af`
Composite - Random subset	`d4c2fc...`	`leip_af`
Cityscapes Segmentation (data/sets/url/segmentation/cityscapes-segmentation)	`df1011...`	`leip_af`
CamVid (data/sets/kaggle/segmentation/carlolepelaars-camvid)	`9d91c9...`	`leip_af`
Historical Map Segmentation (data/sets/url/segmentation/historical-map-world-segmentation)	`b52068...`	`leip_af`

data_module¶

Name	UUID	Execution Contexts
Basic Adaptor	`954c62...`	`leip_af`

data_report¶

data_report.classification¶

data_report.classification.2d¶

Name	UUID	Execution Contexts
Classification report	`688cc8...`	`leip_af`

data_report.detection¶

data_report.detection.2d¶

Name	UUID	Execution Contexts
Detection report	`88700a...`	`leip_af`

data_report.segmentation¶

data_report.segmentation.2d¶

Name	UUID	Execution Contexts
Segmentation report	`705cf9...`	`leip_af`

data_report_section¶

data_report_section.basic¶

Name	UUID	Execution Contexts
Subset numbers	`0ed5ce...`	`leip_af`
Yaml Config	`f3da80...`	`leip_af`
Image shapes	`ceec99...`	`leip_af`

data_report_section.detection¶

Name	UUID	Execution Contexts
Class distribution	`18f7e6...`	`leip_af`
Anchor boxes	`b1339b...`	`leip_af`
Box shapes	`98dbc4...`	`leip_af`
Common gt location	`b1f842...`	`leip_af`
Boxes number	`ccf24f...`	`leip_af`

eval¶

Name	UUID	Execution Contexts
Default Evaluation	`b69741...`	`leip_af`

export¶

export.dynamo_onnx¶

Name	UUID	Execution Contexts
Export to TorchDynamo-based ONNX	`3b6d67...`	`leip_af`

export.tracer¶

Name	UUID	Execution Contexts
Export	`c8c775...`	`leip_af`
Export to TorchScript-based ONNX	`9f07d0...`	`leip_af`

export_data¶

export_data.classification¶

export_data.classification.2d¶

Name	UUID	Execution Contexts
Export image folder	`926356...`	`leip_af`

export_data.detection¶

export_data.detection.2d¶

Name	UUID	Execution Contexts
Export in PASCAL format	`9d1be6...`	`leip_af`
Export in KITTI format	`71100e...`	`leip_af`
Export in COCO format	`f526d9...`	`leip_af`

hydra¶

Name	UUID	Execution Contexts
Hydra - Default config	`c14354...`	`leip_af`

hyperparameter¶

hyperparameter.optimization¶

hyperparameter.optimization.optimizer¶

hyperparameter.optimization.optimizer.nanodet¶

Name	UUID	Execution Contexts
Customised per-layer hyperparameter	`2f1128...`	`leip_af`

inheritance¶

inheritance.data-leip-base-h5¶

Name	UUID	Execution Contexts
Imagenette - base	`734152...`	`leip_af`

logger¶

logger.neptune¶

Name	UUID	Execution Contexts
Neptune.AI	`9955be...`	`leip_af`

logger.tensorboard¶

Name	UUID	Execution Contexts
Tensorboard	`dabc5e...`	`leip_af`

logger.wandb¶

Name	UUID	Execution Contexts
Weights and Biases	`34f5df...`	`leip_af`

metric¶

metric.classification¶

metric.classification.2d¶

Name	UUID	Execution Contexts
Accuracy	`78c13e...`	`leip_af`
Confusion Matrix - Classification	`a21799...`	`leip_af`

metric.detection¶

metric.detection.2d¶

Name	UUID	Execution Contexts
mAP - torchmetrics	`038ff1...`	`leip_af`

metric.segmentation¶

metric.segmentation.2d¶

Name	UUID	Execution Contexts
Intersection Over Union	`0079da...`	`leip_af`

model¶

model.classification¶

model.classification.2d¶

Name	UUID	Execution Contexts
Classifier	`d42071...`	`leip_af`

model.detection¶

model.detection.2d¶

Name	UUID	Execution Contexts
Yolo v8	`4c28e5...`	`leip_af`
SSD	`7b39bc...`	`leip_af`
NanoDet	`fe5711...`	`leip_af`
Yolo v10	`1eeb8e...`	`leip_af`
UL Yolo v5	`3a0fce...`	`leip_af`
Yolo v5	`8d99cd...`	`leip_af`
EfficientDet	`127790...`	`leip_af`
RT-DETR	`34e149...`	`leip_af`

model.segmentation¶

model.segmentation.2d¶

Name	UUID	Execution Contexts
U-Net	`8dd8bc...`	`leip_af`
PSPNet	`ed350d...`	`leip_af`
DeepLab v3 +	`3a2871...`	`leip_af`

optimization¶

optimization.loss_function¶

optimization.loss_function.segmentation¶

Name	UUID	Execution Contexts
MCC	`de6162...`	`leip_af`
Jaccard	`7fcf4c...`	`leip_af`
SoftBCEWithLogits	`d3784f...`	`leip_af`
Tversky	`6315b5...`	`leip_af`
Focal	`9576ec...`	`leip_af`
SoftCrossEntropy	`3668ce...`	`leip_af`
Lovasz	`c48035...`	`leip_af`
Dice	`ffd16a...`	`leip_af`

optimization.optimizer¶

optimization.optimizer.generic¶

Name	UUID	Execution Contexts
Optimizer	`4b349e...`	`leip_af`

optimization.optimizer.nanodet¶

Name	UUID	Execution Contexts
Basic NanoDet	`9e3642...`	`leip_af`

optimization.optimizer.rtdetr¶

Name	UUID	Execution Contexts
Basic RT-DETR	`05024a...`	`leip_af`

optimization.optimizer.yolo¶

Name	UUID	Execution Contexts
Basic YOLO	`31fae8...`	`leip_af`

optimization.scheduler¶

optimization.scheduler.generic¶

Name	UUID	Execution Contexts
Exponential Decay	`6953b7...`	`leip_af`
Reduce on Plateau	`d71c31...`	`leip_af`
One Cycle	`17d3ab...`	`leip_af`
Cosine Annealing	`8024e2...`	`leip_af`

optimization.warmup¶

optimization.warmup.nanodet¶

Name	UUID	Execution Contexts
Basic NanoDet	`bf8d4b...`	`leip_af`

paths¶

Name	UUID	Execution Contexts
Default Paths	`aefaab...`	`leip_af`

predict¶

Name	UUID	Execution Contexts
Generic	`d278b4...`	`leip_af`

predict_labels¶

Name	UUID	Execution Contexts
Custom	`e85ec6...`	`leip_af`
Few/Large	`74fe34...`	`leip_af`
Many/Small	`051e5d...`	`leip_af`

quantizer¶

quantizer.none¶

Name	UUID	Execution Contexts
No Quantizer	`fa8df3...`	`leip_forge`

quantizer.trt¶

Name	UUID	Execution Contexts
TensorRT Quantizer	`fca9b0...`	`leip_forge`

quantizer.tvm¶

Name	UUID	Execution Contexts
TVM Quantizer	`db3318...`	`leip_forge`

stub¶

stub.python¶

Name	UUID	Execution Contexts
Python Stubs	`2518d4...`	`leip_stub_gen`

stub_code¶

Name	UUID	Execution Contexts
Stub Code	`7b52d9...`	`leip_stub_gen`

system¶

system.telemetry¶

Name	UUID	Execution Contexts
Telemetry link	`5154e8...`	`leip_af`

task¶

task.vision¶

task.vision.classification¶

task.vision.classification.2d¶

Name	UUID	Execution Contexts
Vision - Classification 2D	`5a3fa4...`	`leip_af`

task.vision.detection¶

task.vision.detection.2d¶

Name	UUID	Execution Contexts
Vision - Detection 2D	`7aa6db...`	`leip_af`

task.vision.segmentation¶

task.vision.segmentation.2d¶

Name	UUID	Execution Contexts
Vision - Segmentation 2D	`b57717...`	`leip_af`

train_eval¶

train_eval.classification¶

train_eval.classification.2d¶

Name	UUID	Execution Contexts
Accuracy	`9af27f...`	`leip_af`
Precision	`6778df...`	`leip_af`
Recall	`2c3ca6...`	`leip_af`
F1Score	`a17615...`	`leip_af`
Area under ROC	`b7a505...`	`leip_af`

train_eval.detection¶

train_eval.detection.2d¶

Name	UUID	Execution Contexts
Training accumulator	`1ccd63...`	`leip_af`

trainer¶

Name	UUID	Execution Contexts
Trainer - Generic	`463fd8...`	`leip_af`
Trainer - Single Accelerator	`43b030...`	`leip_af`
Trainer - Multi-Accelerator	`e95d2f...`	`leip_af`
Trainer - CPU only	`e975ae...`	`leip_af`

vizdata¶

Name	UUID	Execution Contexts
Vizdata	`06b784...`	`leip_af`

vizdata_labels¶

Name	UUID	Execution Contexts
Many/Small	`c1513e...`	`leip_af`
Few/Large	`51a644...`	`leip_af`
Custom	`086f8d...`	`leip_af`