Category Index¶

augmentation¶

augmentation.vision¶

augmentation.vision.2d¶

augmentation.vision.2d.training¶

Name	UUID	Execution Contexts
Generic augmentations	`91a648...`	`leip_af`

augmentation.vision.2d.validation¶

Name	UUID	Execution Contexts
Generic augmentations	`567b05...`	`leip_af`

calibrator¶

calibrator.basic¶

Name	UUID	Execution Contexts
Calibrator	`051054...`	`leip_forge`

calibrator.none¶

Name	UUID	Execution Contexts
No Calibrator	`03c0d3...`	`leip_forge`

calibrator.onnx¶

Name	UUID	Execution Contexts
ONNXRuntime Calibrator	`001250...`	`leip_forge`

callback¶

callback.checkpoint¶

Name	UUID	Execution Contexts
Checkpointing	`5ded75...`	`leip_af`

callback.detection¶

callback.detection.post_processing¶

Name	UUID	Execution Contexts
General Detection Postprocessor	`6052f9...`	`leip_af`

callback.early_termination¶

Name	UUID	Execution Contexts
Early Stopping	`8e3763...`	`leip_af`

callback.learning_rate_monitor¶

Name	UUID	Execution Contexts
Learning Rate Monitor	`ec0b03...`	`leip_af`

callback.progress_bar¶

Name	UUID	Execution Contexts
Progress Bar - Custom	`b50570...`	`leip_af`
Progress Bar	`b60ada...`	`leip_af`

callback.quantization¶

Name	UUID	Execution Contexts
Training-aware Quantization - Custom	`72e0de...`	`leip_af`
Quantization-Guided Training	`f96443...`	`leip_af`
Training-aware Quantization - Yolo Small - 960 kB	`c2d692...`	`leip_af`
Training-aware Quantization - Basic	`8f64b8...`	`leip_af`
Training-aware Quantization - Expert	`1491a1...`	`leip_af`

callback.reproducibility¶

Name	UUID	Execution Contexts
Reproducibility	`ca03cd...`	`leip_af`

callback.swa¶

Name	UUID	Execution Contexts
Stochastic Weight Averaging	`e6c5ff...`	`leip_af`

callback.telemetry¶

Name	UUID	Execution Contexts
File-based telemetry	`32f536...`	`leip_af`

checkpoint¶

Name	UUID	Execution Contexts
Download ckpt file	`9fe880...`	`leip_af`
No Checkpoint	`32d689...`	`leip_af`
Local ckpt file	`5158bf...`	`leip_af`

checkpoint.lor¶

Name	UUID	Execution Contexts
Remote LOR model	`85e2aa...`	`leip_af`

checkpoint.lre¶

Name	UUID	Execution Contexts
Local LRE compiled model	`e74ff3...`	`leip_af`

command¶

command.setup¶

Name	UUID	Execution Contexts
Full Recipe	`8b4b05...`	`leip_af`
Full Recipe	`aac953...`	`leip_forge`
Full Recipe	`1fca89...`	`leip_stub_gen`

compiler¶

Name	UUID	Execution Contexts
TVM Compiler	`0a1c2b...`	`leip_forge`
ONNXRuntime	`375adc...`	`leip_forge`
TensorRT Compiler	`194d98...`	`leip_forge`

data_generator¶

data_generator.vision¶

data_generator.vision.classification¶

data_generator.vision.classification.2d¶

Name	UUID	Execution Contexts
Composite - Class selector	`06894b...`	`leip_af`
Composite - MixUp Classification	`f19b45...`	`leip_af`
GTSRB	`c4039a...`	`leip_af`
Open Images	`eb8f72...`	`leip_af`
Cifar100	`8de396...`	`leip_af`
BYOD from Url - Classification	`8980c6...`	`leip_af`
Attach FiftyOne Dataset - classification	`aada33...`	`leip_af`
MSCOCO	`03465a...`	`leip_af`
Composite - Data joiner	`4e8148...`	`leip_af`
Stanford_Cars	`e43b1a...`	`leip_af`
Imagenette	`9c9749...`	`leip_af`
BYOD - Classification	`409bd8...`	`leip_af`
Composite - Random subset	`5859b6...`	`leip_af`
FGVC_Aircraft	`ff26bc...`	`leip_af`
EuroSAT	`957445...`	`leip_af`
Cifar10	`e97b15...`	`leip_af`
Unlabeled Dataset	`3ab62a...`	`leip_af`

data_generator.vision.detection¶

data_generator.vision.detection.2d¶

Name	UUID	Execution Contexts
BYOD from Url - YOLO format	`480e0f...`	`leip_af`
Smoke (data/sets/url/detection/smoke-pascal-like)	`f549f2...`	`leip_af`
Zenodo wheat (data/sets/url/detection/zenodo-wheat)	`359e26...`	`leip_af`
Face Mask Detection (data/sets/kaggle/detection/andrewmvd-face-mask-detection)	`770ddd...`	`leip_af`
Car Detection (data/sets/kaggle/detection/sshikamaru-car-object-detection)	`8c78e8...`	`leip_af`
FiftyOne dataset from LakeFS	`be7ad5...`	`leip_af`
PASCAL VOC	`0fc919...`	`leip_af`
Composite - Data joiner	`77071f...`	`leip_af`
Attach FiftyOne Dataset - detection	`7403de...`	`leip_af`
COCO	`6acdcc...`	`leip_af`
Unlabeled Dataset	`d41459...`	`leip_af`
Composite - Matting	`8889c0...`	`leip_af`
FiftyOne dataset from LakeFS - Advanced	`e9fa41...`	`leip_af`
BYOD from Url - PASCAL format	`fb4880...`	`leip_af`
BYOD - COCO format	`b2f2cb...`	`leip_af`
Pothole Detection (data/sets/kaggle/detection/andrewmvd-pothole-detection)	`8e05e3...`	`leip_af`
Fire and smoke (data/sets/url/detection/fire-and-smoke-coco-like)	`18fb1b...`	`leip_af`
BYOD - KITTI format	`2f8623...`	`leip_af`
Composite - Class selector	`10d356...`	`leip_af`
BYOD - PASCAL format	`2bd6ce...`	`leip_af`
Composite - Mosaic	`7bebd5...`	`leip_af`
BYOD from Url - COCO format	`005947...`	`leip_af`
Composite - Random subset	`365151...`	`leip_af`
Dice, Car, Battery Detection (data/sets/kaggle/detection/kitti-dice-car-battery-detection-new)	`9f11e0...`	`leip_af`
Smoke Detection (data/sets/kaggle/detection/pascal-smoke-dataset)	`8d5c5a...`	`leip_af`
BYOD from Url - KITTI format	`4c502d...`	`leip_af`
COCO Car Detection (data/sets/kaggle/detection/coco-car-dataset)	`55f1fb...`	`leip_af`
BYOD - YOLO format	`4a5f8d...`	`leip_af`
Dials and gauges (data/sets/url/detection/dials-and-gauges-pascal-like)	`dbebb1...`	`leip_af`
VAID (Overhead Car Detection)	`5659a8...`	`leip_af`
Ship Detection (data/sets/kaggle/detection/pascal-ship-dataset)	`623df9...`	`leip_af`
Dice Detection (data/sets/kaggle/detection/pascal-dice-dataset)	`90ba10...`	`leip_af`
Fruits Detection (data/sets/kaggle/detection/mbkinaci-fruit-images-for-object-detection)	`db1188...`	`leip_af`

data_generator.vision.segmentation¶

data_generator.vision.segmentation.2d¶

Name	UUID	Execution Contexts
BYOD - RLE format	`0bf531...`	`leip_af`
Composite - Random subset	`feed1a...`	`leip_af`
Composite - Data joiner	`b6f994...`	`leip_af`
PASCAL VOC Segmentation	`2dd717...`	`leip_af`
SIIM ACR Pneumothorax Segmentation (data/sets/kaggle/detection/jesperdramsch-siim-acr-pneumothorax-segmentation-data)	`05a63c...`	`leip_af`
CamVid (data/sets/kaggle/segmentation/carlolepelaars-camvid)	`6e8bf3...`	`leip_af`
Cityscapes Segmentation (data/sets/url/segmentation/cityscapes-segmentation)	`c6c8f1...`	`leip_af`
Drone Segmentation (kaggle/bulentsiyah-semantic-drone)	`96718f...`	`leip_af`
Unlabeled Dataset	`214930...`	`leip_af`
iMaterialist (Fashion) 2019 (data/sets/kaggle/segmentation/competitions-imaterialist-fashion-2019-FGVC6)	`d01f67...`	`leip_af`
Historical Map Segmentation (data/sets/url/segmentation/historical-map-world-segmentation)	`0cc874...`	`leip_af`

data_module¶

Name	UUID	Execution Contexts
Basic Adaptor	`123217...`	`leip_af`

data_report¶

data_report.classification¶

data_report.classification.2d¶

Name	UUID	Execution Contexts
Classification report	`edc57e...`	`leip_af`

data_report.detection¶

data_report.detection.2d¶

Name	UUID	Execution Contexts
Detection report	`ce2c2c...`	`leip_af`

data_report.segmentation¶

data_report.segmentation.2d¶

Name	UUID	Execution Contexts
Segmentation report	`4e30cc...`	`leip_af`

data_report_section¶

data_report_section.basic¶

Name	UUID	Execution Contexts
Subset numbers	`d3d6a5...`	`leip_af`
Image shapes	`95308d...`	`leip_af`
Yaml Config	`eaa300...`	`leip_af`

data_report_section.detection¶

Name	UUID	Execution Contexts
Class distribution	`d24025...`	`leip_af`
Box shapes	`9e42fc...`	`leip_af`
Boxes number	`c3190e...`	`leip_af`
Anchor boxes	`710698...`	`leip_af`
Common gt location	`a23e2f...`	`leip_af`

eval¶

Name	UUID	Execution Contexts
Default Evaluation	`d5ffe8...`	`leip_af`

export¶

export.dynamo_onnx¶

Name	UUID	Execution Contexts
Export to TorchDynamo-based ONNX	`7ac28f...`	`leip_af`

export.tracer¶

Name	UUID	Execution Contexts
Export to TorchScript-based ONNX	`28de81...`	`leip_af`
Export	`c69c1e...`	`leip_af`

export_data¶

export_data.classification¶

export_data.classification.2d¶

Name	UUID	Execution Contexts
Export image folder	`1513c0...`	`leip_af`

export_data.detection¶

export_data.detection.2d¶

Name	UUID	Execution Contexts
Export in COCO format	`e67011...`	`leip_af`
Export in KITTI format	`9fc0c3...`	`leip_af`
Export in PASCAL format	`723aa7...`	`leip_af`

hydra¶

Name	UUID	Execution Contexts
Hydra - Default config	`af47ef...`	`leip_af`

hyperparameter¶

hyperparameter.optimization¶

hyperparameter.optimization.optimizer¶

hyperparameter.optimization.optimizer.nanodet¶

Name	UUID	Execution Contexts
Customised per-layer hyperparameter	`3d94af...`	`leip_af`

inheritance¶

inheritance.data-leip-base-h5¶

Name	UUID	Execution Contexts
Imagenette - base	`05f763...`	`leip_af`

logger¶

logger.neptune¶

Name	UUID	Execution Contexts
Neptune.AI	`250afa...`	`leip_af`

logger.tensorboard¶

Name	UUID	Execution Contexts
Tensorboard	`a6568c...`	`leip_af`

logger.wandb¶

Name	UUID	Execution Contexts
Weights and Biases	`322639...`	`leip_af`

metric¶

metric.classification¶

metric.classification.2d¶

Name	UUID	Execution Contexts
Confusion Matrix - Classification	`cb2710...`	`leip_af`
Accuracy	`812b67...`	`leip_af`

metric.detection¶

metric.detection.2d¶

Name	UUID	Execution Contexts
mAP - torchmetrics	`930051...`	`leip_af`

metric.segmentation¶

metric.segmentation.2d¶

Name	UUID	Execution Contexts
Intersection Over Union	`ce35c4...`	`leip_af`

model¶

model.classification¶

model.classification.2d¶

Name	UUID	Execution Contexts
Classifier	`13c774...`	`leip_af`

model.detection¶

model.detection.2d¶

Name	UUID	Execution Contexts
Yolo v8	`a8c454...`	`leip_af`
RT-DETRv2	`b0d8b7...`	`leip_af`
EfficientDet	`4fb384...`	`leip_af`
Yolo v10	`d3fd09...`	`leip_af`
NanoDet	`9f35c1...`	`leip_af`
UL Yolo v5	`250e4b...`	`leip_af`
RT-DETR	`b3bdb7...`	`leip_af`
Yolo v5	`cecc57...`	`leip_af`
D-FINE	`06ff3d...`	`leip_af`
SSD	`7511a6...`	`leip_af`

model.segmentation¶

model.segmentation.2d¶

Name	UUID	Execution Contexts
DeepLab v3 +	`286bc1...`	`leip_af`
U-Net	`ec7f24...`	`leip_af`
PSPNet	`c468a4...`	`leip_af`

optimization¶

optimization.loss_function¶

optimization.loss_function.segmentation¶

Name	UUID	Execution Contexts
Tversky	`f56d58...`	`leip_af`
Focal	`5d608d...`	`leip_af`
Lovasz	`016f1f...`	`leip_af`
Dice	`eecf52...`	`leip_af`
SoftCrossEntropy	`152cf7...`	`leip_af`
MCC	`1a4fdd...`	`leip_af`
Jaccard	`3445e7...`	`leip_af`
SoftBCEWithLogits	`7d6ab2...`	`leip_af`

optimization.optimizer¶

optimization.optimizer.generic¶

Name	UUID	Execution Contexts
Optimizer	`21dd5d...`	`leip_af`

optimization.optimizer.nanodet¶

Name	UUID	Execution Contexts
Basic NanoDet	`40ee40...`	`leip_af`

optimization.optimizer.rtdetr¶

Name	UUID	Execution Contexts
Basic RT-DETR	`4aa1f0...`	`leip_af`

optimization.optimizer.yolo¶

Name	UUID	Execution Contexts
Basic YOLO	`0c6c7e...`	`leip_af`

optimization.scheduler¶

optimization.scheduler.generic¶

Name	UUID	Execution Contexts
One Cycle	`de858e...`	`leip_af`
Exponential Decay	`feecbd...`	`leip_af`
Cosine Annealing	`682d96...`	`leip_af`
Reduce on Plateau	`c51345...`	`leip_af`

optimization.warmup¶

optimization.warmup.nanodet¶

Name	UUID	Execution Contexts
Basic NanoDet	`d171e9...`	`leip_af`

paths¶

Name	UUID	Execution Contexts
Default Paths	`dcaa15...`	`leip_af`

predict¶

Name	UUID	Execution Contexts
Generic	`f21165...`	`leip_af`

predict_labels¶

Name	UUID	Execution Contexts
Few/Large	`58eaa5...`	`leip_af`
Custom	`e9e407...`	`leip_af`
Many/Small	`789020...`	`leip_af`

quantizer¶

quantizer.none¶

Name	UUID	Execution Contexts
No Quantizer	`ee57c5...`	`leip_forge`

quantizer.onnx¶

Name	UUID	Execution Contexts
ONNXRuntime Quantizer	`46ab87...`	`leip_forge`

quantizer.trt¶

Name	UUID	Execution Contexts
TensorRT Quantizer	`a2556b...`	`leip_forge`

quantizer.tvm¶

Name	UUID	Execution Contexts
TVM Quantizer	`46da70...`	`leip_forge`

stub¶

stub.python¶

Name	UUID	Execution Contexts
Python Stubs	`38d5b8...`	`leip_stub_gen`

stub_code¶

Name	UUID	Execution Contexts
Stub Code	`7e85cd...`	`leip_stub_gen`

system¶

system.telemetry¶

Name	UUID	Execution Contexts
Telemetry link	`a333fc...`	`leip_af`

task¶

task.vision¶

task.vision.classification¶

task.vision.classification.2d¶

Name	UUID	Execution Contexts
Vision - Classification 2D	`2791da...`	`leip_af`

task.vision.detection¶

task.vision.detection.2d¶

Name	UUID	Execution Contexts
Vision - Detection 2D	`1251ee...`	`leip_af`

task.vision.segmentation¶

task.vision.segmentation.2d¶

Name	UUID	Execution Contexts
Vision - Segmentation 2D	`74ca69...`	`leip_af`

train_eval¶

train_eval.classification¶

train_eval.classification.2d¶

Name	UUID	Execution Contexts
Area under ROC	`f98cbd...`	`leip_af`
Recall	`c0dd5e...`	`leip_af`
F1Score	`47c6a5...`	`leip_af`
Accuracy	`73a852...`	`leip_af`
Precision	`23bac1...`	`leip_af`

train_eval.detection¶

train_eval.detection.2d¶

Name	UUID	Execution Contexts
Training accumulator	`c5e031...`	`leip_af`

trainer¶

Name	UUID	Execution Contexts
Trainer - Single Accelerator	`1063d3...`	`leip_af`
Trainer - Multi-Accelerator	`b1f19a...`	`leip_af`
Trainer - CPU only	`ca5690...`	`leip_af`
Trainer - Generic	`d561b2...`	`leip_af`

vizdata¶

Name	UUID	Execution Contexts
Vizdata	`8ad703...`	`leip_af`

vizdata_labels¶

Name	UUID	Execution Contexts
Custom	`95bbdb...`	`leip_af`
Many/Small	`c07e25...`	`leip_af`
Few/Large	`cfe5a8...`	`leip_af`