Prepare Your Image Dataset

from seeme import Client

client = Client()

# Create a new image dataset
dataset = client.create_dataset(
    name="My Image Dataset",
    description="Training data for image classification",
    content_type="images"
)
print(f"Created dataset: {dataset.id}")

# Upload a ZIP file with images organized in folders
# Folder structure:
#   dataset.zip/
#     cats/
#       cat1.jpg
#       cat2.jpg
#     dogs/
#       dog1.jpg
#       dog2.jpg

client.upload_dataset_version(
    dataset_id=dataset.id,
    version_id=dataset.versions[0].id,
    zip_path="./dataset.zip"
)

# Create labels first
label_cat = client.create_dataset_label(
    version_id=version.id,
    name="cat",
    color="#FF5733"
)

label_dog = client.create_dataset_label(
    version_id=version.id,
    name="dog",
    color="#3498DB"
)

# Upload individual images
item = client.create_dataset_item(
    version_id=version.id,
    split_id=split.id,
    file_path="./cat1.jpg"
)

# Add annotation (label) to the item
client.annotate(
    dataset_id=dataset.id,
    dataset_version_id=version.id,
    annotation={
        "item_id": item.id,
        "split_id": split.id,
        "label_id": label_cat.id
    }
)

# Create a new dataset
curl -X POST "https://api.seeme.ai/api/v1/datasets" \
  -H "Authorization: myusername:my-api-key" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "My Image Dataset",
    "description": "Training data for image classification",
    "content_type": "images"
  }'

# Create a dataset version
curl -X POST "https://api.seeme.ai/api/v1/datasets/{dataset_id}/versions" \
  -H "Authorization: myusername:my-api-key" \
  -H "Content-Type: application/json" \
  -d '{"name": "v1"}'

# Create labels
curl -X POST "https://api.seeme.ai/api/v1/versions/{version_id}/labels" \
  -H "Authorization: myusername:my-api-key" \
  -H "Content-Type: application/json" \
  -d '{"name": "cat", "color": "#FF5733"}'

curl -X POST "https://api.seeme.ai/api/v1/versions/{version_id}/labels" \
  -H "Authorization: myusername:my-api-key" \
  -H "Content-Type: application/json" \
  -d '{"name": "dog", "color": "#3498DB"}'

# Upload individual image
curl -X POST "https://api.seeme.ai/api/v1/versions/{version_id}/items" \
  -H "Authorization: myusername:my-api-key" \
  -F "file=@./cat1.jpg" \
  -F "split_id={split_id}"

# Add annotation to item
curl -X POST "https://api.seeme.ai/api/v1/items/{item_id}/annotations" \
  -H "Authorization: myusername:my-api-key" \
  -H "Content-Type: application/json" \
  -d '{"label_id": "your-label-id"}'