Model Garden'ı keşfedin

Model Garden; görme, metin ve ses özellikleriyle ilgili son teknoloji makine öğrenimi (ML) modellerinden oluşan bir koleksiyon sunar. Bu modeller, Google Tensor SDK ile kullanılmak üzere optimize edilmiştir. Bu sayede, güçlü yapay zeka özelliklerini sorunsuz cihaz üzerinde performansla doğrudan Pixel cihazlarınıza getirebilirsiniz.

Derinlik Tahmini

Model Lisans
depth_anything_v2 Apache-2.0
midas_v2_1 BSD-3-Clause

Yüz Rekonstrüksiyonu

Model Lisans
facemap_3dmm BSD-3-Clause

Resim ve metin yorumlama

Model Lisans
clip MIT
mobileclip_image_encoder MIT
mobileclip_text_encoder MIT
tinyclip MIT

Görüntü Sınıflandırma

Model Lisans
alexnet BSD-3-Clause
beit BSD-3-Clause
convnext_base BSD-3-Clause
convnext_tiny BSD-3-Clause
densenet121 BSD-3-Clause
efficientformer_l1 Apache-2.0
efficientformerv2_s0 Apache-2.0
efficientnet_b0 BSD-3-Clause
efficientnet_b1 BSD-3-Clause
efficientnet_b2 BSD-3-Clause
efficientnet_b3 BSD-3-Clause
efficientnet_b4 BSD-3-Clause
efficientnet_b5 BSD-3-Clause
efficientnet_b6 BSD-3-Clause
efficientnet_b7 BSD-3-Clause
efficientnet_v2_s BSD-3-Clause
efficientnetv2_m APACHE-2.0
efficientvit_cls_b2 BSD-3-Clause
efficientvit_cls_l2 BSD-3-Clause
efficientvit_seg_l2 APACHE-2.0
googlenet BSD-3-Clause
inception_v3 BSD-3-Clause
levit APACHE-2.0
maxvit_t BSD-3-Clause
mnasnet0 BSD-3-Clause
mobile_vit BSD-3-Clause
mobilenet_v2 APACHE-2.0
mobilenet_v3_large BSD-3-Clause
mobilenet_v3_small BSD-3-Clause
mobilenetv4_conv_l BSD-3-Clause
mobilenetv4_conv_m BSD-3-Clause
mobilenetv4_conv_s BSD-3-Clause
mobilenetv4_hybrid_l BSD-3-Clause
mobilenetv4_hybrid_medium APACHE-2.0
nfnet BSD-3-Clause
pvt_v2_b1 BSD-3-Clause
pvt_v2_b3 BSD-3-Clause
regnety APACHE-2.0
resnest14d BSD-3-Clause
resnet101 BSD-3-Clause
resnet152 BSD-3-Clause
resnet18 BSD-3-Clause
resnet50 BSD-3-Clause
resnext101 AI-HUB-MODELS
resnext50 BSD-3-Clause
shufflenet_v2 BSD-3-Clause
squeezenet1 BSD-3-Clause
swin_small BSD-3-Clause
swin_tiny BSD-3-Clause
tf_efficientnetv2_m APACHE-2.0
vgg16 BSD-3-Clause
vit_base_patch16 APACHE-2.0
vit_small_patch16 BSD-3-Clause
wide_resnet101 BSD-3-Clause
wide_resnet50 BSD-3-Clause

Görüntü Segmentasyonu

Model Lisans
hrnet_w48_ocr MIT
mediapipe_selfie APACHE-2.0
unet_segmentation GPL-3.0

Görüntü Süper Çözünürlüğü

Model Lisans
esrgan APACHE-2.0

Nesne Algılama

Model Lisans
3d_deep_box MIT
conditional_detr_resnet50 Apache-2.0
detr_resnet50 Apache-2.0
detr_resnet50_dc5 Apache-2.0
detr_resnet101 Apache-2.0
detr_resnet101_dc5 Apache-2.0
faceattribnet AI-HUB-MODELS
lightweight_face_detection AI-HUB-MODELS
mediapipe_hand_detection APACHE-2.0
person_foot_detection AI-HUB-MODELS
ppe_detection AI-HUB-MODELS
yolo_v4 Apache-2.0
yolo_v6 GPL-3.0
yolo_v7 GPL-3.0
yolos_tiny APACHE-2.0
yolox_tiny APACHE-2.0

Poz Tahmini

Model Lisans
hrnet_pose MIT
lite_hrnet_pose APACHE-2.0
mediapipe_pose APACHE-2.0
movenet MIT

Soru yanıtlama

Model Lisans
tinyroberta CC-BY-4.0

Semantik Segmentasyon

Model Lisans
bgnet Apache-2.0
bisenet Lisans dosyası yok
ddrnet23_slim MIT
deeplabv3_mobilenet_v3_large BSD-3-Clause
deeplabv3_plus_mobilenet MIT
deeplabv3_resnet101 BSD-3-Clause
deeplabv3_resnet50 BSD-3-Clause
fcn_resnet50 BSD-3-Clause
ffnet_122ns_lowres BSD-3-Clause
ffnet_40s BSD-3-Clause
ffnet_54s BSD-3-Clause
ffnet_78s_lowres BSD-3-Clause
isnet Apache 2.0
lraspp_mobilenet_v3_large BSD-3-Clause
sam_vit_b APACHE-2.0
sam_vit_l APACHE-2.0
segformer NVIDIA-SCSL
segment_anything_model Apache-2.0
u2net_full APACHE-2.0
u2net_lite APACHE-2.0

Konuşma Tanıma

Model Lisans
deepspeech BSD-2-Clause
torchaudio_emformer_rnnt_base BSD-2-Clause
wav2vec2_base_960h APACHE-2.0

Süper Çözünürlük

Model Lisans
quicksrnet_large BSD-3-Clause
quicksrnet_small BSD-3-Clause
real_esrgan_general_x4v3 BSD-3-Clause
real_esrgan_x4plus BSD-3-Clause
xlsr BSD-3-Clause

Metin Sınıflandırma

Model Lisans
distilbert Apache-2.0
mobilebert Apache-2.0