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Bad YOLOv8 performance when compared to Ultralytics implementation
keras-team-review-pending
type:Bug
Something isn't working
#2442
opened May 8, 2024 by
jagogardiner
Porting/Refactoring TFA dense_image_warp
layers
low-priority
preprocessing
type:feature
#644
opened Aug 2, 2022 by
Luvideria
Add Elastic Deformation for KPL
preprocessing
stat:contributions welcome
type:feature
#163
opened Mar 6, 2022 by
innat
vectorized_map
causes tf.function
retracing.
stat:awaiting keras-eng
type:Bug
#241
opened Mar 30, 2022 by
sebastian-sz
CutOut should support fill_mode="mirror"
augmentation
low-priority
type:feature
#336
opened Apr 20, 2022 by
LukeWood
RandAugment implementation differences.
type:docs
Improvements or additions to documentation
#411
opened May 4, 2022 by
sebastian-sz
Give names to layers in
RandAugment.get_standard_policy()
layers
low-priority
preprocessing
type:feature
#424
opened May 11, 2022 by
LukeWood
RandAugment.get_standard_policy should propagate value range to RandomBrightness and RandomContrasts
type:Bug
Something isn't working
#427
opened May 11, 2022 by
martin-gorner
Equalization
channel dimension is not calculated during trace time
stale
stat:contributions welcome
type:Bug
#431
opened May 12, 2022 by
quantumalaviya
Layers, loss functions, datasets, and models for Single Image Super-Resolution (SISR)
needs-impact-verification
Unclear whether or not the feature should be included.
type:feature
#448
opened May 20, 2022 by
mihirparadkar
Implementation of Focal Cutout or Focal Masking
GSoC 2022
type:feature
#458
opened May 29, 2022 by
sayakpaul
Adds support in augmentation for keypoints
needs-impact-verification
Unclear whether or not the feature should be included.
preprocessing
stat:contributions welcome
type:feature
#518
opened Jun 23, 2022 by
atuleu
Include Light Weight Bottle Neck Attention Unet (LWBNA_Unet) architecture
low-priority
models
type:feature
#606
opened Jul 21, 2022 by
fcossio
feature: Tilling a niche augmentation technique for small object detection.
type:feature
#111
opened Feb 8, 2022 by
kartik4949
Possibly wrong implementation of focal loss in regard of label smoothing
stale
stat:contributions welcome
type:Bug
Something isn't working
#672
opened Aug 8, 2022 by
atuleu
Adds different class reduction scheme in Something isn't working
FocalLoss
type:Bug
#681
opened Aug 9, 2022 by
atuleu
Usage guidelines of the benchmarking script
stat:awaiting keras-eng
type:feature
#693
opened Aug 16, 2022 by
sayakpaul
RetinaNet needs images of at least 512x512 to run properly
high-priority
type:Bug
Something isn't working
#696
opened Aug 16, 2022 by
LukeWood
ConvNeXt models missing gradients when compiling with Something isn't working
jit_compile=True
type:Bug
#759
opened Sep 2, 2022 by
ianstenbit
Migrate keras_cv.layers.RandomCropAndResize to use New feature or request
object-detection-landing
type:Bug
Something isn't working
height
and width
instead of target_size
enhancement
#823
opened Sep 22, 2022 by
LukeWood
Finalize APIs for RandomCropAndResize and RandomlyZoomedCrop
enhancement
New feature or request
v0.4.0 release
#826
opened Sep 23, 2022 by
LukeWood
StableDiffusion().text_to_image() should expose Something isn't working
verbose
argument
low-priority
type:Bug
#840
opened Sep 26, 2022 by
LukeWood
Add Mask-RCNN model
high-priority
models
roadmap
Components on the roadmap.
type:feature
#623
opened Jul 26, 2022 by
innat
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