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DeGirum’s public model zoo consists of a variety of ML models gathered from various sources.
Image Classification Models
| Model Name |
Input Size |
Precision |
Pruned |
Supported Devices |
Version |
| efficientnet_es_imagenet |
224x224 |
INT8 |
NO |
CPU, ORCA |
1 |
| efficientnet_em_imagenet |
240x240 |
INT8 |
NO |
CPU, ORCA |
1 |
| mobilenet_v1_imagenet |
224x224 |
INT8 |
NO |
CPU, ORCA |
1 |
| mobilenet_v2_imagenet |
224x224 |
INT8 |
NO |
CPU, ORCA |
1 |
| mobilenet_v2_imagenet |
224x224 |
FP32 |
NO |
CPU, ORCA |
1 |
| mobilenet_v2_generic_object |
224x224 |
INT8 |
NO |
CPU, ORCA |
1 |
| mobilenet_v2_mask_yn_cls |
224x224 |
FP32 |
NO |
CPU, ORCA |
1 |
| mobilenet_v2_sign_language |
224x224 |
FP32 |
NO |
CPU, ORCA |
1 |
| resnet50_imagenet |
224x224 |
INT8 |
YES |
CPU, ORCA |
1 |
Object Detection Models
| Model Name |
Input Size |
Precision |
Pruned |
Supported Devices |
Version |
| efficientdet_lite1_coco |
384x384 |
INT8 |
NO |
CPU, ORCA |
1 |
| mobiledet_coc |
320x320 |
INT8 |
NO |
CPU, ORCA |
1 |
| mobilenet_v2_ssd_coco |
300x300 |
INT8 |
NO |
CPU, ORCA |
1 |
| mobilenet_v2_ssd_generic_objec |
192x192 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5m_coco |
512x512 |
INT8 |
YES |
CPU, ORCA |
1 |
| yolo_v5n_car_det |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5n_animal_det |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5n_bird_det |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5s_coco |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5s_coco |
576x576 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5s_dessert_det |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5n_face_det |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5s_fruit_det |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5s_hand_det |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5n_household_object_det |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5s_lp_det |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5n_person_det |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v5n_pet_det |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
| yolo_v7t_coco |
512x512 |
INT8 |
NO |
CPU, ORCA |
1 |
Segmentation Models
| Model Name |
Input Size |
Precision |
Pruned |
Supported Devices |
Version |
| deeplab_seg |
513x513 |
INT8 |
NO |
CPU, ORCA |
1 |
OCR Models
| Model Name |
Input Size |
Precision |
Pruned |
Supported Devices |
Version |
| yolo_v5s_lp_ocr |
256x256 |
INT8 |
NO |
CPU, ORCA |
1 |
Keypoint Detection Models
| Model Name |
Input Size |
Precision |
Pruned |
Supported Devices |
Version |
| mobilenet_v2_hand_landmarks |
224x224 |
FP32 |
NO |
CPU, ORCA |
1 |
| mobilenet_v1_posenet_coco_keypoints |
353x481 |
INT8 |
NO |
CPU, ORCA |
1 |