Mempelajari Model Garden.

Model Garden menyediakan kumpulan model machine learning (ML) canggih untuk kemampuan visi, teks, dan audio. Model ini dioptimalkan untuk digunakan dengan Google Tensor SDK, sehingga Anda dapat menghadirkan fitur AI canggih langsung ke perangkat Pixel dengan performa lancar di perangkat.

Estimasi Kedalaman

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

Rekonstruksi Wajah

Model Lisensi
facemap_3dmm BSD-3-Clause

Pemahaman gambar dan teks

Model Lisensi
clip MIT
mobileclip_image_encoder MIT
mobileclip_text_encoder MIT
tinyclip MIT

Klasifikasi Gambar

Model Lisensi
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

Segmentasi Gambar

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

Resolusi Super Gambar

Model Lisensi
esrgan APACHE-2.0

Deteksi Objek

Model Lisensi
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

Estimasi Pose

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

Penjawaban Pertanyaan

Model Lisensi
tinyroberta CC-BY-4.0

Segmentasi Semantik

Model Lisensi
bgnet Apache-2.0
bisenet Tidak ada file lisensi
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

Pengenalan Ucapan

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

Resolusi Super

Model Lisensi
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

Klasifikasi Teks

Model Lisensi
distilbert Apache-2.0
mobilebert Apache-2.0