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.pt filter=lfs diff=lfs merge=lfs -text | ||
*.pt filter=lfs diff=lfs merge=lfs -text |
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# Female facial features > 2023-11-15 2:03pm | ||
https://universe.roboflow.com/tobe81cwb/female-facial-features | ||
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Provided by a Roboflow user | ||
License: CC BY 4.0 | ||
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## YOLOx8 model segmentation to face features | ||
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Segment the following features (class): | ||
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- eye | ||
- eyebrown | ||
- nose | ||
- mouth | ||
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--- | ||
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Segmentation model specially made to generate image masks for manual editing of images from https://github.com/tobecwb/stable-diffusion-regularization-images | ||
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The training was done only with female faces, but initial tests showed that it works reasonably well with male faces too. | ||
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For better results, it is interesting to train with images of a male face too (I will do this in the future). | ||
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The images used to train this model were 100 images of women taken from https://github.com/tobecwb/stable-diffusion-regularization-images, (resolution 1024px). | ||
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Dataset annotations made with Roboflow: | ||
https://app.roboflow.com/tobe81cwb/facial-features-2ydjv/overview | ||
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Training through Ultralytics HUB: | ||
https://hub.ultralytics.com/models/JqoT0o5pwOOYxX0wbHT7 | ||
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Images from: | ||
https://github.com/tobecwb/stable-diffusion-regularization-images |
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Female facial features - v1 2023-11-15 2:03pm | ||
============================== | ||
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This dataset was exported via roboflow.com on November 15, 2023 at 5:10 PM GMT | ||
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Roboflow is an end-to-end computer vision platform that helps you | ||
* collaborate with your team on computer vision projects | ||
* collect & organize images | ||
* understand and search unstructured image data | ||
* annotate, and create datasets | ||
* export, train, and deploy computer vision models | ||
* use active learning to improve your dataset over time | ||
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For state of the art Computer Vision training notebooks you can use with this dataset, | ||
visit https://github.com/roboflow/notebooks | ||
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To find over 100k other datasets and pre-trained models, visit https://universe.roboflow.com | ||
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The dataset includes 240 images. | ||
Eyes-mouth-nose are annotated in YOLOv8 format. | ||
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The following pre-processing was applied to each image: | ||
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The following augmentation was applied to create 3 versions of each source image: | ||
* 50% probability of horizontal flip | ||
* Random rotation of between -25 and +25 degrees | ||
* Random brigthness adjustment of between -25 and +25 percent | ||
* Random Gaussian blur of between 0 and 2.5 pixels | ||
* Salt and pepper noise was applied to 3 percent of pixels | ||
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train: ../train/images | ||
val: ../valid/images | ||
test: ../test/images | ||
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nc: 4 | ||
names: ['eye', 'eye brown', 'mouth', 'nose'] | ||
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roboflow: | ||
workspace: tobe81cwb | ||
project: female-facial-features | ||
version: 1 | ||
license: CC BY 4.0 | ||
url: https://universe.roboflow.com/tobe81cwb/female-facial-features/dataset/1 |
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test/labels/woman_0003_f2_png.rf.6cb956d1679db3a39c544a5413ca0d03.txt
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test/labels/woman_0039_f0_png.rf.364a91bc497d0393d6368eca1a6c3b5e.txt
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3 0.5060123647386019 0.32288235181849817 0.5049233854744586 0.3323201721077404 0.5025639304021481 0.34556941982148426 0.49947848915374193 0.35518873665475037 0.4947595790091209 0.3646265569439926 0.4900406688644997 0.3727939014250676 0.486229241439998 0.37896478392187977 0.48441427599975917 0.3882211076670981 0.48713672416011755 0.3971144383242687 0.49221862739278643 0.40237783810096145 0.506012364738602 0.40854872059777364 0.5169021573800353 0.40891171368582147 0.5301514050937792 0.4087302171417976 0.5432191562634991 0.4069152517015587 0.5506605145684786 0.4023778381009615 0.5553794247130998 0.3936660039878148 0.5528384730967653 0.380235259730047 0.5481195629521441 0.37097893598482873 0.5421301769993558 0.357548191727061 0.5395892253830215 0.3439359509252693 0.538681742662902 0.33159418593164486 0.5385002461188781 0.32015990365813984 0.5067383509146975 0.3192524209380204 | ||
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6 changes: 6 additions & 0 deletions
6
test/labels/woman_0055_f1_png.rf.bc0972391e238e6e0660017d4374ce34.txt
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6 changes: 6 additions & 0 deletions
6
test/labels/woman_0056_f0_png.rf.693548e39613235baff6d8dbff2c9ed5.txt
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6 changes: 6 additions & 0 deletions
6
test/labels/woman_0058_f0_png.rf.b0b9248f04964a4749069fa3d4546f18.txt
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6 changes: 6 additions & 0 deletions
6
test/labels/woman_0095_f0_png.rf.1ff3825ab31f37b89e1a075531bfdd98.txt
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6 changes: 6 additions & 0 deletions
6
test/labels/woman_0109_f0_png.rf.0930d812885ec2477dd6fe86138cf263.txt
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6 changes: 6 additions & 0 deletions
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test/labels/woman_0118_f0_png.rf.0f166ec0069b7b4f88fea4ce90c159e0.txt
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6 changes: 6 additions & 0 deletions
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0004_f0_png.rf.e7c2e2a78fc673518c2d3c11f5ff0f24.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0004_f0_png.rf.e938d19a0a89d233c5d447afdd2a1082.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0005_f2_png.rf.11f424970a731230632614acf7b89448.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0005_f2_png.rf.de8110fe5d346e5ec134271d76f0d1fb.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0005_f2_png.rf.e4b6d78b0c30b7e0f868e3cd35a1f876.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0006_f2_png.rf.6db8eda593823010e66015b6a6290aea.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0006_f2_png.rf.d35347b98580228d6e44e6310508ce00.txt
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6 changes: 6 additions & 0 deletions
6
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6 changes: 6 additions & 0 deletions
6
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0007_f2_png.rf.976e5abe0c0b1f80acf68c3e25cb80a4.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0007_f2_png.rf.e6ce73044de0a9e42a1549293578ffac.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0009_f2_png.rf.22bbc661bb346f8ff560e34d1e48a4c7.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0009_f2_png.rf.6280fdb311da55895211be7c4a2726ef.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0009_f2_png.rf.b70c2d2d18243de0a89aa63596eaf945.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0011_f2_png.rf.0ef868a4061a9d3c8abe451788068af5.txt
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6 changes: 6 additions & 0 deletions
6
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0011_f2_png.rf.a3eda3f55175766a9ecbe12ae960117b.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0014_f2_png.rf.648928786524b3b9bd90a796daf66976.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0014_f2_png.rf.686d160748aa3e6272d9694fbe99a577.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0014_f2_png.rf.7b1bedae92874e38ec7667c9a974dae3.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0015_f0_png.rf.0885b7b550c8f3bb41e75ab01a064055.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0015_f0_png.rf.34db3f1ef53ce80644214032f1b6e231.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0015_f0_png.rf.fa8e38470a3adcd75d459971887e4785.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0019_f1_png.rf.1759d66a0cf312371b2a0e3e1d5f03a8.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0019_f1_png.rf.2f47f70f7f82c0c6bd7826d1da39ca8c.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0019_f1_png.rf.bc44395d2d76f0cea1633ae6006279f2.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0020_f1_png.rf.9d1330f0e0fc02bab516bab13dbccfb9.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0020_f1_png.rf.c999d58eb60fe46f84fbe846bf4d55f9.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0020_f1_png.rf.d9c9e713615e38c38cf17753598cc5ff.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0021_f2_png.rf.38d3878e18443d41b3156510fc709b6d.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0021_f2_png.rf.67e7edad34aaf492da5d14226fd89946.txt
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6 changes: 6 additions & 0 deletions
6
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0025_f2_png.rf.30c0e0e2a86408bf805d6844c3b68926.txt
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6 changes: 6 additions & 0 deletions
6
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0025_f2_png.rf.a04dfa0417d665f743d4c11b6ffe9de0.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0026_f0_png.rf.4b9d186fd15adaf26b06ac985661b567.txt
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0026_f0_png.rf.8cae43a06b8650b2ddb4032f1e89d1ce.txt
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6 changes: 6 additions & 0 deletions
6
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0029_f2_png.rf.93780a8429f2c445fed39167c4d62312.txt
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6 changes: 6 additions & 0 deletions
6
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6 changes: 6 additions & 0 deletions
6
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6 changes: 6 additions & 0 deletions
6
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0031_f2_png.rf.5ca019d93a58e47f4aea92e604f5ddbf.txt
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6 changes: 6 additions & 0 deletions
6
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6 changes: 6 additions & 0 deletions
6
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6 changes: 6 additions & 0 deletions
6
train/labels/woman_0032_f0_png.rf.a9d46fba04a862031b4b4e1d39317053.txt
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6 changes: 6 additions & 0 deletions
6
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6 changes: 6 additions & 0 deletions
6
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