Manage project and upload dataset into your projects in Epigos AI.
Project
class:
Param | Type | Description |
---|---|---|
image_path | string | Path or directory to images to upload. |
annotation_path | string | Optional path to annotation file to annotate the image. For image classification, this will be used as class label if use_folder_as_class_name is false. |
batch_name | string | Name of batch to upload to within project. Defaults to sdk-upload . |
box_format | string | Format of annotation to upload. Options are (coco , pascal_voc , yolo ). Defaults to pascal_voc . |
labels_map | dict | Optional Epigos AI label ID to class name mapping. Useful to skip creating labels if it’s already created in Epigos AI. |
yolo_labels_map | dict | Optional class ID to label name mapping for YOLO annotations. Used to map numeric YOLO label ID’s to actual class names. |
batch_id | string | Optional batch ID if batch is already created in Epigos AI. If not provided, batch_name is used to create/retrieve a batch from Epigos AI. |
use_folder_as_class_name | bool | Optional flag to indicate whether to use parent folder name of image is class label for image classification dataset. |
Param | Type | Description |
---|---|---|
images_directory | string | Path to directory containing images to upload. |
batch_name | string | Name of batch to upload to within project. Defaults to sdk-upload . |
num_workers | integer | Number of cpu workers to use for uploading. Defaults to 4 |
Param | Type | Description |
---|---|---|
images_directory | string | Path to directory containing images to upload. |
annotations_path | string | Path to file containing COCO annotations JSON file. |
batch_name | string | Name of batch to upload to within project. Defaults to sdk-upload . |
labels_map | dict | Optional Epigos AI label ID to class name mapping. Useful to skip creating labels if it’s already created in Epigos AI. |
num_workers | integer | Number of cpu workers to use for uploading. Defaults to 4 |
Param | Type | Description |
---|---|---|
images_directory | string | Path to directory containing images to upload. |
annotations_directory | string | Path to directory containing PASCAL VOC annotations. |
batch_name | string | Name of batch to upload to within project. Defaults to sdk-upload . |
labels_map | dict | Optional Epigos AI label ID to class name mapping. Useful to skip creating labels if it’s already created in Epigos AI. |
num_workers | integer | Number of cpu workers to use for uploading. Defaults to 4 |
Param | Type | Description |
---|---|---|
images_directory | string | Path to directory containing images to upload. |
annotations_directory | string | Path to directory containing YOLO annotations. |
data_yaml_path | string | Path to file containing YOLO data configuration file yaml. |
batch_name | string | Name of batch to upload to within project. Defaults to sdk-upload . |
labels_map | dict | Optional Epigos AI label ID to class name mapping. Useful to skip creating labels if it’s already created in Epigos AI. |
num_workers | integer | Number of cpu workers to use for uploading. Defaults to 4 |