ultrayolo
0.7.0
Contents:
Ultrayolo
Installation
Usage
Training
ultrayolo
Contributing
Credits
History
Predict using default Yolo Model
Predict using a custom pretrained model
Predict using a custom Model
Yolo Loss Tutorial
Example to train Yolo for object detection
Evaluate model Loss
Data Augmentation
ultrayolo
Docs
»
Index
Index
A
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B
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C
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D
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F
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G
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I
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L
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M
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N
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O
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P
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R
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S
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T
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U
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Y
A
anchors_to_string() (in module ultrayolo.datasets.common)
AnchorsGenerator (class in ultrayolo.datasets.genanchors)
B
BaseDataset (class in ultrayolo.datasets.datasets)
BaseLoss (class in ultrayolo.losses)
BaseModel (class in ultrayolo.ultrayolo)
batch_open_image() (in module ultrayolo.datasets.common)
best_anchors_iou() (in module ultrayolo.datasets.common)
boundingbox_height() (in module ultrayolo.helpers.draw)
boundingbox_width() (in module ultrayolo.helpers.draw)
broadcast_iou() (ultrayolo.losses.BaseLoss static method)
C
CocoFormatDataset (class in ultrayolo.datasets.datasets)
compile() (ultrayolo.ultrayolo.BaseModel method)
create_run_path() (in module ultrayolo.helpers)
cyclic_learning_rate() (in module ultrayolo.learningrates)
D
DarknetBody() (in module ultrayolo.layers.core)
DarknetBodyTiny() (in module ultrayolo.layers.core)
DarknetConv() (in module ultrayolo.layers.core)
DarknetResidual() (in module ultrayolo.layers.core)
default_anchors (ultrayolo.ultrayolo.YoloV3 attribute)
(ultrayolo.ultrayolo.YoloV3Tiny attribute)
default_callbacks() (in module ultrayolo.helpers.callbacks)
default_decay() (in module ultrayolo.learningrates)
default_masks (ultrayolo.ultrayolo.YoloV3 attribute)
(ultrayolo.ultrayolo.YoloV3Tiny attribute)
DenseNetBody() (in module ultrayolo.layers.core)
F
fit() (ultrayolo.datasets.genanchors.AnchorsGenerator method)
(ultrayolo.ultrayolo.BaseModel method)
FocalLoss (class in ultrayolo.losses)
freeze() (in module ultrayolo.helpers.darknet)
freeze_backbone() (in module ultrayolo.helpers.darknet)
freeze_backbone_layers() (in module ultrayolo.helpers.darknet)
G
gen_anchors() (in module ultrayolo.datasets.genanchors)
get_cell_responsible_on_grid() (in module ultrayolo.helpers.draw)
get_grid_sizes() (in module ultrayolo.datasets.common)
get_loss_function() (ultrayolo.ultrayolo.BaseModel method)
get_optimizer() (ultrayolo.ultrayolo.BaseModel method)
grid() (in module ultrayolo.helpers.draw)
I
iou() (ultrayolo.datasets.genanchors.AnchorsGenerator method)
L
load_anchors() (in module ultrayolo.datasets.common)
load_classes() (in module ultrayolo.datasets.common)
load_darknet_weights() (in module ultrayolo.helpers.darknet)
load_datasets() (in module ultrayolo.cli)
load_model() (in module ultrayolo.cli)
load_or_compute_anchors() (in module ultrayolo.cli)
load_weights() (ultrayolo.ultrayolo.BaseModel method)
lr_scheduler() (in module ultrayolo.helpers.callbacks)
M
main() (in module ultrayolo.cli)
make_augmentations() (in module ultrayolo.cli)
make_loss() (in module ultrayolo.losses)
make_masks() (in module ultrayolo.datasets.common)
MobileNetBody() (in module ultrayolo.layers.core)
N
non_max_suppression (in module ultrayolo.ultrayolo)
O
on_epoch_end() (ultrayolo.datasets.datasets.CocoFormatDataset method)
(ultrayolo.datasets.datasets.YoloDatasetMultiFile method)
(ultrayolo.datasets.datasets.YoloDatasetSingleFile method)
open_boxes() (in module ultrayolo.datasets.common)
open_boxes_batch() (in module ultrayolo.datasets.common)
open_image() (in module ultrayolo.datasets.common)
outline() (in module ultrayolo.helpers.draw)
P
pad_batch_to_fixed_size() (in module ultrayolo.datasets.common)
pad_boxes() (in module ultrayolo.datasets.common)
pad_classes() (in module ultrayolo.datasets.common)
pad_to_fixed_size() (in module ultrayolo.datasets.common)
parse_boxes() (in module ultrayolo.datasets.common)
parse_boxes_batch() (in module ultrayolo.datasets.common)
point() (in module ultrayolo.helpers.draw)
predict() (ultrayolo.ultrayolo.BaseModel method)
prepare_batch() (in module ultrayolo.datasets.common)
prepare_data() (in module ultrayolo.datasets.genanchors)
process_predictions (in module ultrayolo.losses)
R
rect() (in module ultrayolo.helpers.draw)
resize() (in module ultrayolo.datasets.common)
resize_batch() (in module ultrayolo.datasets.common)
ResNetBody() (in module ultrayolo.layers.core)
run() (in module ultrayolo.cli)
S
save() (ultrayolo.ultrayolo.BaseModel method)
save_anchors() (in module ultrayolo.datasets.genanchors)
save_image() (in module ultrayolo.datasets.common)
save_metrics (ultrayolo.losses.BaseLoss attribute)
save_model() (in module ultrayolo.helpers.callbacks)
set_mode_fine_tuning() (ultrayolo.ultrayolo.BaseModel method)
set_mode_train() (ultrayolo.ultrayolo.BaseModel method)
set_mode_transfer() (ultrayolo.ultrayolo.BaseModel method)
set_trainable() (in module ultrayolo.helpers.darknet)
show_img() (in module ultrayolo.helpers.draw)
summary() (ultrayolo.ultrayolo.BaseModel method)
T
text() (in module ultrayolo.helpers.draw)
to_box_xyxy (in module ultrayolo.losses)
to_center_width_height() (in module ultrayolo.datasets.common)
transform_target() (in module ultrayolo.datasets.common)
U
ultrayolo (module)
ultrayolo.cli (module)
ultrayolo.datasets (module)
ultrayolo.datasets.common (module)
ultrayolo.datasets.datasets (module)
ultrayolo.datasets.genanchors (module)
ultrayolo.helpers (module)
ultrayolo.helpers.callbacks (module)
ultrayolo.helpers.darknet (module)
ultrayolo.helpers.draw (module)
ultrayolo.layers (module)
ultrayolo.layers.core (module)
ultrayolo.learningrates (module)
ultrayolo.losses (module)
ultrayolo.ultrayolo (module)
unfreeze() (in module ultrayolo.helpers.darknet)
unfreeze_checkpoint() (in module ultrayolo.helpers)
Y
YoloDatasetMultiFile (class in ultrayolo.datasets.datasets)
YoloDatasetSingleFile (class in ultrayolo.datasets.datasets)
YoloHead() (in module ultrayolo.layers.core)
YoloLoss (class in ultrayolo.losses)
YoloOutput() (in module ultrayolo.layers.core)
YoloV3 (class in ultrayolo.ultrayolo)
YoloV3Tiny (class in ultrayolo.ultrayolo)