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malaria-datasets-v2 / README.md
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Add lacuna-thick configuration of Malaria dataset
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---
dataset_info:
- config_name: air
features:
- name: image_id
dtype: int64
- name: image
dtype: image
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: id
list: int64
- name: area
list: int64
- name: bbox
list:
list: float64
length: 4
- name: category
list:
class_label:
names:
'0': falciparum_trophozoite
'1': wbc
splits:
- name: train
num_bytes: 45228934.666
num_examples: 1678
- name: validation
num_bytes: 12835644.0
num_examples: 481
- name: test
num_bytes: 6403081.0
num_examples: 241
download_size: 62040897
dataset_size: 64467659.666
- config_name: air-phone
features:
- name: image_id
dtype: int64
- name: image
dtype: image
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: id
list: int64
- name: area
list: int64
- name: bbox
list:
list: float64
length: 4
- name: category
list:
class_label:
names:
'0': falciparum_trophozoite
'1': wbc
splits:
- name: train
num_bytes: 19422476.0
num_examples: 645
- name: validation
num_bytes: 5327399.0
num_examples: 179
- name: test
num_bytes: 2914103.0
num_examples: 98
download_size: 27358373
dataset_size: 27663978.0
- config_name: lacuna-thick
features:
- name: image_id
dtype: int64
- name: image
dtype: image
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: id
list: int64
- name: area
list: int64
- name: bbox
list:
list: float64
length: 4
- name: category
list:
class_label:
names:
'0': falciparum_trophozoite
'1': wbc
splits:
- name: train
num_bytes: 810168220.16
num_examples: 2064
- name: validation
num_bytes: 237642771.0
num_examples: 589
- name: test
num_bytes: 109774878.0
num_examples: 294
download_size: 1170847743
dataset_size: 1157585869.1599998
- config_name: ocular
features:
- name: image_id
dtype: int64
- name: image
dtype: image
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: id
list: int64
- name: area
list: int64
- name: bbox
list:
list: float64
length: 4
- name: category
list:
class_label:
names:
'0': falciparum_trophozoite
'1': wbc
splits:
- name: train
num_bytes: 267445533.0
num_examples: 688
- name: validation
num_bytes: 75087761.0
num_examples: 192
- name: test
num_bytes: 35067586.0
num_examples: 92
download_size: 376997583
dataset_size: 377600880.0
- config_name: villgro
features:
- name: image_id
dtype: int64
- name: image
dtype: image
- name: width
dtype: int32
- name: height
dtype: int32
- name: objects
struct:
- name: id
list: int64
- name: area
list: int64
- name: bbox
list:
list: float64
length: 4
- name: category
list:
class_label:
names:
'0': falciparum_trophozoite
'1': wbc
splits:
- name: train
num_bytes: 81637462.0
num_examples: 677
- name: validation
num_bytes: 23366911.0
num_examples: 191
- name: test
num_bytes: 11893175.0
num_examples: 96
download_size: 116304955
dataset_size: 116897548.0
configs:
- config_name: air
data_files:
- split: train
path: air/train-*
- split: validation
path: air/validation-*
- split: test
path: air/test-*
- config_name: air-phone
data_files:
- split: train
path: air-phone/train-*
- split: validation
path: air-phone/validation-*
- split: test
path: air-phone/test-*
- config_name: lacuna-thick
data_files:
- split: train
path: lacuna-thick/train-*
- split: validation
path: lacuna-thick/validation-*
- split: test
path: lacuna-thick/test-*
- config_name: ocular
data_files:
- split: train
path: ocular/train-*
- split: validation
path: ocular/validation-*
- split: test
path: ocular/test-*
- config_name: villgro
data_files:
- split: train
path: villgro/train-*
- split: validation
path: villgro/validation-*
- split: test
path: villgro/test-*
---