Skip to content

Update Models API for Keras CV #1798

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 2 commits into from
Mar 21, 2024
Merged

Update Models API for Keras CV #1798

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
ede83b8
Update Models API
sachinprasadhs Mar 15, 2024
8f9496c
Fix path
sachinprasadhs Mar 16, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
224 changes: 183 additions & 41 deletions scripts/cv_api_master.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -306,6 +306,98 @@
"title": "Backbones",
"toc": True,
"children": [
{
"path": "csp_darknet",
"title": "CSPDarkNet backbones",
"generate": [
"keras_cv.models.CSPDarkNetBackbone",
"keras_cv.models.CSPDarkNetBackbone.from_preset",
"keras_cv.models.CSPDarkNetTinyBackbone",
"keras_cv.models.CSPDarkNetSBackbone",
"keras_cv.models.CSPDarkNetMBackbone",
"keras_cv.models.CSPDarkNetLBackbone",
"keras_cv.models.CSPDarkNetXLBackbone",
],
},
{
"path": "densenet",
"title": "DenseNet backbones",
"generate": [
"keras_cv.models.DenseNetBackbone",
"keras_cv.models.DenseNetBackbone.from_preset",
"keras_cv.models.DenseNet121Backbone",
"keras_cv.models.DenseNet169Backbone",
"keras_cv.models.DenseNet201Backbone",
],
},
{
"path": "efficientnet_v1",
"title": "EfficientNetV1 models",
"generate": [
"keras_cv.models.EfficientNetV1Backbone",
"keras_cv.models.EfficientNetV1Backbone.from_preset",
"keras_cv.models.EfficientNetV1B0Backbone",
"keras_cv.models.EfficientNetV1B1Backbone",
"keras_cv.models.EfficientNetV1B2Backbone",
"keras_cv.models.EfficientNetV1B3Backbone",
"keras_cv.models.EfficientNetV1B4Backbone",
"keras_cv.models.EfficientNetV1B5Backbone",
"keras_cv.models.EfficientNetV1B6Backbone",
"keras_cv.models.EfficientNetV1B7Backbone",
],
},
{
"path": "efficientnet_v2",
"title": "EfficientNetV2 models",
"generate": [
"keras_cv.models.EfficientNetV2Backbone",
"keras_cv.models.EfficientNetV2Backbone.from_preset",
"keras_cv.models.EfficientNetV2B0Backbone",
"keras_cv.models.EfficientNetV2B1Backbone",
"keras_cv.models.EfficientNetV2B2Backbone",
"keras_cv.models.EfficientNetV2B3Backbone",
"keras_cv.models.EfficientNetV2SBackbone",
"keras_cv.models.EfficientNetV2MBackbone",
"keras_cv.models.EfficientNetV2LBackbone",
],
},
{
"path": "efficientnet_lite",
"title": "EfficientNet Lite backbones",
"generate": [
"keras_cv.models.EfficientNetLiteBackbone",
"keras_cv.models.EfficientNetLiteBackbone.from_preset",
"keras_cv.models.EfficientNetLiteB0Backbone",
"keras_cv.models.EfficientNetLiteB1Backbone",
"keras_cv.models.EfficientNetLiteB2Backbone",
"keras_cv.models.EfficientNetLiteB3Backbone",
"keras_cv.models.EfficientNetLiteB4Backbone",
],
},
{
"path": "mix_transformer",
"title": "MixTransformer backbones",
"generate": [
"keras_cv.models.MiTBackbone",
"keras_cv.models.MiTBackbone.from_preset",
"keras_cv.models.MiTB0Backbone",
"keras_cv.models.MiTB1Backbone",
"keras_cv.models.MiTB2Backbone",
"keras_cv.models.MiTB3Backbone",
"keras_cv.models.MiTB4Backbone",
"keras_cv.models.MiTB5Backbone",
],
},
{
"path": "mobilenet_v3",
"title": "MobileNetV3 backbones",
"generate": [
"keras_cv.models.MobileNetV3Backbone",
"keras_cv.models.MobileNetV3Backbone.from_preset",
"keras_cv.models.MobileNetV3SmallBackbone",
"keras_cv.models.MobileNetV3LargeBackbone",
],
},
{
"path": "resnet_v1",
"title": "ResNetV1 backbones",
Expand All @@ -332,50 +424,31 @@
"keras_cv.models.ResNet152V2Backbone",
],
},
# {
# "path": "csp_darknet",
# "title": "CSPDarkNet backbones",
# "generate": [
# "keras_cv.models.CSPDarkNetBackbone",
# "keras_cv.models.CSPDarkNetBackbone.from_preset",
# "keras_cv.models.CSPDarkNetTinyBackbone",
# "keras_cv.models.CSPDarkNetSBackbone",
# "keras_cv.models.CSPDarkNetMBackbone",
# "keras_cv.models.CSPDarkNetLBackbone",
# "keras_cv.models.CSPDarkNetXLBackbone",
# ],
# },
{
"path": "yolo_v8",
"title": "YOLOV8 backbones",
"path": "vgg16",
"title": "VGG16 backbones",
"generate": [
"keras_cv.models.YOLOV8Backbone",
"keras_cv.models.YOLOV8Backbone.from_preset",
"keras_cv.models.VGG16Backbone",
"keras_cv.models.VGG16Backbone.from_preset",
],
},
{
"path": "mobilenetv3",
"title": "MobileNetV3 backbones",
"path": "vitdet",
"title": "ViTDet backbones",
"generate": [
"keras_cv.models.MobileNetV3Backbone",
"keras_cv.models.MobileNetV3Backbone.from_preset",
"keras_cv.models.MobileNetV3SmallBackbone",
"keras_cv.models.MobileNetV3LargeBackbone",
"keras_cv.models.ViTDetBackbone",
"keras_cv.models.ViTDetBackbone.from_preset",
"keras_cv.models.ViTDetBBackbone",
"keras_cv.models.ViTDetLBackbone",
"keras_cv.models.ViTDetHBackbone",
],
},
{
"path": "efficientnetv2",
"title": "EfficientNetV2 models",
"path": "yolo_v8",
"title": "YOLOV8 backbones",
"generate": [
"keras_cv.models.EfficientNetV2Backbone",
"keras_cv.models.EfficientNetV2Backbone.from_preset",
"keras_cv.models.EfficientNetV2B0Backbone",
"keras_cv.models.EfficientNetV2B1Backbone",
"keras_cv.models.EfficientNetV2B2Backbone",
"keras_cv.models.EfficientNetV2B3Backbone",
"keras_cv.models.EfficientNetV2SBackbone",
"keras_cv.models.EfficientNetV2MBackbone",
"keras_cv.models.EfficientNetV2LBackbone",
"keras_cv.models.YOLOV8Backbone",
"keras_cv.models.YOLOV8Backbone.from_preset",
],
},
],
Expand All @@ -387,18 +460,63 @@
"toc": True,
"children": [
{
"path": "stable_diffusion",
"title": "StableDiffusion image-generation model",
"path": "basnet_segmentation",
"title": "BASNet Segmentation",
"generate": [
"keras_cv.models.StableDiffusion",
"keras_cv.models.BASNet",
"keras_cv.models.BASNet.from_preset",
],
},
{
"path": "retinanet",
"title": "The RetinaNet model",
"path": "deeplab_v3_segmentation",
"title": "DeepLabV3Plus Segmentation",
"generate": [
"keras_cv.models.RetinaNet",
"keras_cv.models.RetinaNet.from_preset",
"keras_cv.models.DeepLabV3Plus",
"keras_cv.models.DeepLabV3Plus.from_preset",
],
},
{
"path": "segformer_segmentation",
"title": "SegFormer Segmentation",
"generate": [
"keras_cv.models.SegFormer",
"keras_cv.models.SegFormer.from_preset",
"keras_cv.models.SegFormerB0",
"keras_cv.models.SegFormerB1",
"keras_cv.models.SegFormerB2",
"keras_cv.models.SegFormerB3",
"keras_cv.models.SegFormerB4",
"keras_cv.models.SegFormerB5",
],
},
{
"path": "segment_anything",
"title": "Segment Anything",
"generate": [
"keras_cv.models.SegmentAnythingModel",
"keras_cv.models.SegmentAnythingModel.from_preset",
"keras_cv.models.SAMMaskDecoder",
"keras_cv.models.SAMPromptEncoder",
"keras_cv.models.TwoWayTransformer",
"keras_cv.layers.MultiHeadAttentionWithDownsampling",
"keras_cv.layers.TwoWayMultiHeadAttention",
"keras_cv.layers.RandomFrequencyPositionalEmbeddings",
],
},
{
"path": "feature_extractor",
"title": "CLIP Feature extractor",
"generate": [
"keras_cv.models.CLIP",
"keras_cv.models.CLIP.from_preset",
"keras_cv.models.feature_extractor.CLIPAttention",
"keras_cv.models.feature_extractor.CLIPEncoder",
"keras_cv.models.feature_extractor.CLIPImageEncoder",
"keras_cv.models.feature_extractor.CLIPPatchingAndEmbedding",
"keras_cv.models.feature_extractor.CLIPProcessor",
"keras_cv.models.feature_extractor.CLIPTextEncoder",
"keras_cv.models.feature_extractor.QuickGELU",
"keras_cv.models.feature_extractor.ResidualAttention",
],
},
{
Expand All @@ -409,6 +527,30 @@
"keras_cv.models.ImageClassifier.from_preset",
],
},
{
"path": "retinanet",
"title": "The RetinaNet model",
"generate": [
"keras_cv.models.RetinaNet",
"keras_cv.models.RetinaNet.from_preset",
"keras_cv.models.retinanet.PredictionHead"
],
},
{
"path": "stable_diffusion",
"title": "StableDiffusion image-generation model",
"generate": [
"keras_cv.models.StableDiffusion",
"keras_cv.models.StableDiffusionV2",
"keras_cv.models.stable_diffusion.Decoder",
"keras_cv.models.stable_diffusion.DiffusionModel",
"keras_cv.models.stable_diffusion.ImageEncoder",
"keras_cv.models.stable_diffusion.NoiseScheduler",
"keras_cv.models.stable_diffusion.SimpleTokenizer",
"keras_cv.models.stable_diffusion.TextEncoder",
"keras_cv.models.stable_diffusion.TextEncoderV2",
],
},
{
"path": "yolo_v8_detector",
"title": "The YOLOV8Detector model",
Expand Down