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github.com/WongKinYiu/PyTorch_YOLOv4
/ functions
Functions
262 in github.com/WongKinYiu/PyTorch_YOLOv4
⨍
Functions
262
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Types & classes
46
Method
forward
(ctx, x)
utils/layers.py:147
Method
forward
(ctx, x)
utils/layers.py:160
Method
forward
(self, x)
utils/layers.py:173
Method
forward
(self, x)
utils/layers.py:178
Method
forward
(self, x)
utils/layers.py:183
Method
forward
(self, x)
utils/layers.py:188
Method
forward
(self, x)
utils/layers.py:220
Method
forward
(self, x)
utils/layers.py:337
Method
forward
(self, x)
utils/layers.py:345
Method
forward
(self, x, outputs)
utils/layers.py:354
Method
forward
(self, x, outputs)
utils/layers.py:364
Method
forward
(self, pred, true)
utils/utils.py:348
Method
forward
(x)
utils/activations.py:11
Method
forward
(x)
utils/activations.py:17
Method
forward
(ctx, x)
utils/activations.py:25
Method
forward
(self, x)
utils/activations.py:35
Method
forward
(x)
utils/activations.py:42
Method
forward
(ctx, x)
utils/activations.py:49
Method
forward
(self, x)
utils/activations.py:60
Method
forward
(self, x)
utils/activations.py:71
Method
forward
(self, p, out)
models/models.py:292
Method
forward
(self, p, out)
models/models.py:385
Method
forward
(self, x, augment=False, verbose=False)
models/models.py:461
Function
fuse_conv_and_bn
(conv, bn)
utils/torch_utils.py:119
Function
get_yolo_layers
(model)
utils/utils.py:581
Method
img2label_paths
(img_paths)
utils/datasets.py:367
Method
img2label_paths
(img_paths)
utils/datasets.py:650
Function
init_seeds
(seed=0)
utils/utils.py:29
Function
initialize_weights
(model)
utils/torch_utils.py:82
Function
intersect_dicts
(da, db, exclude=())
utils/torch_utils.py:77
Function
kmean_anchors
(path='../coco/train2017.txt', n=12, img_size=(320, 1024), thr=0.10, gen=1000)
utils/utils.py:698
Function
labels_to_class_weights
(labels, nc=80)
utils/utils.py:49
Function
labels_to_image_weights
(labels, nc=80, class_weights=np.ones(80))
utils/utils.py:68
Function
load_classes
(path)
utils/utils.py:42
Function
make_divisible
(v, divisor)
utils/layers.py:22
Function
model_info
(model, verbose=False, img_size=640)
utils/torch_utils.py:142
Function
non_max_suppression
Performs Non-Maximum Suppression (NMS) on inference results Returns: detections with shape: nx6 (x1, y1, x2, y2, conf, cls)
utils/utils.py:497
Function
parse_data_cfg
(path)
utils/parse_config.py:55
Function
plot_evolution_results
(hyp)
utils/utils.py:931
Function
plot_images
(imgs, targets, paths=None, fname='images.png')
utils/utils.py:872
Function
plot_lr_scheduler
(optimizer, scheduler, epochs=300, save_dir='')
utils/plots.py:186
Function
plot_one_box
(x, img, color=None, label=None, line_thickness=None)
utils/utils.py:838
Function
plot_results
(start=0, stop=0, bucket='', id=())
utils/utils.py:974
Function
plot_results_overlay
(start=0, stop=0)
utils/utils.py:951
Function
plot_results_overlay
(start=0, stop=0)
utils/plots.py:321
Function
plot_study_txt
(f='study.txt', x=None)
utils/plots.py:233
Function
plot_targets_txt
()
utils/utils.py:917
Function
plot_targets_txt
()
utils/plots.py:220
Function
plot_test_txt
()
utils/utils.py:898
Function
plot_test_txt
()
utils/plots.py:203
Function
plot_wh_methods
()
utils/utils.py:852
Function
plot_wh_methods
()
utils/plots.py:68
Function
print_model_biases
(model)
utils/utils.py:586
Function
print_mutation
(hyp, results, bucket='')
utils/utils.py:777
Function
prune
(model, amount=0.3)
utils/torch_utils.py:108
Function
replicate
(img, labels)
utils/datasets.py:1090
Function
scale_img
(img, ratio=1.0, same_shape=False)
utils/torch_utils.py:183
Function
select_best_evolve
(path='evolve*.txt')
utils/utils.py:646
Method
step
Performs a single optimization step. Arguments: closure (callable, optional): A closure that reevaluates the model
utils/adabound.py:166
Function
strip_optimizer
(f='weights/last.pt')
utils/utils.py:605
Method
update
(self, index, cap)
utils/datasets.py:316
Function
wh_iou
(wh1, wh2)
utils/general.py:272
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