tessl install tessl/pypi-pillow-heif@1.1.0Python interface for libheif library providing HEIF/AVIF image processing with both standalone and Pillow plugin capabilities
Agent Success
Agent success rate when using this tile
94%
Improvement
Agent success rate improvement when using this tile compared to baseline
1.45x
Baseline
Agent success rate without this tile
65%
{
"context": "This criteria evaluates the engineer's ability to use pillow-heif's auxiliary image capabilities to extract and process auxiliary images from HEIF files.",
"type": "weighted_checklist",
"checklist": [
{
"name": "Opens HEIF files",
"description": "Uses pillow-heif's open_heif() or read_heif() function to open HEIF/AVIF files for processing",
"max_score": 15
},
{
"name": "Accesses aux dictionary",
"description": "Correctly accesses the info['aux'] dictionary from a HeifImage or HeifFile object to retrieve auxiliary image types and IDs",
"max_score": 25
},
{
"name": "Iterates aux types",
"description": "Properly iterates through the aux dictionary structure to extract all auxiliary image types and their associated IDs",
"max_score": 20
},
{
"name": "Uses get_aux_image",
"description": "Calls the get_aux_image(aux_id) method on a HeifImage object to retrieve a specific auxiliary image by ID",
"max_score": 25
},
{
"name": "Extracts aux properties",
"description": "Correctly extracts auxiliary image properties including size, mode, and data from HeifAuxImage objects returned by get_aux_image()",
"max_score": 15
}
]
}