diff --git a/torchvision/datasets/caltech.py b/torchvision/datasets/caltech.py
index b0fa7310cf2..e95043ce2de 100644
--- a/torchvision/datasets/caltech.py
+++ b/torchvision/datasets/caltech.py
@@ -9,7 +9,7 @@
class Caltech101(VisionDataset):
- """`Caltech 101 `_ Dataset.
+ """`Caltech 101 `_ Dataset.
.. warning::
@@ -146,7 +146,7 @@ def extra_repr(self) -> str:
class Caltech256(VisionDataset):
- """`Caltech 256 `_ Dataset.
+ """`Caltech 256 `_ Dataset.
Args:
root (string): Root directory of dataset where directory
diff --git a/torchvision/datasets/kinetics.py b/torchvision/datasets/kinetics.py
index b3c94c50de1..2ba5e50845e 100644
--- a/torchvision/datasets/kinetics.py
+++ b/torchvision/datasets/kinetics.py
@@ -21,7 +21,7 @@ def _dl_wrap(tarpath: str, videopath: str, line: str) -> None:
class Kinetics(VisionDataset):
- """`Generic Kinetics `_
+ """`Generic Kinetics `_
dataset.
Kinetics-400/600/700 are action recognition video datasets.
diff --git a/torchvision/models/quantization/googlenet.py b/torchvision/models/quantization/googlenet.py
index 644df8ae496..c535300a68c 100644
--- a/torchvision/models/quantization/googlenet.py
+++ b/torchvision/models/quantization/googlenet.py
@@ -165,7 +165,7 @@ def googlenet(
quantize (bool, optional): If True, return a quantized version of the model. Default is False.
**kwargs: parameters passed to the ``torchvision.models.quantization.QuantizableGoogLeNet``
base class. Please refer to the `source code
- `_
+ `_
for more details about this class.
.. autoclass:: torchvision.models.quantization.GoogLeNet_QuantizedWeights
diff --git a/torchvision/models/quantization/resnet.py b/torchvision/models/quantization/resnet.py
index 891b608ce01..d51bde50a57 100644
--- a/torchvision/models/quantization/resnet.py
+++ b/torchvision/models/quantization/resnet.py
@@ -302,7 +302,7 @@ def resnet18(
quantize (bool, optional): If True, return a quantized version of the model. Default is False.
**kwargs: parameters passed to the ``torchvision.models.quantization.QuantizableResNet``
base class. Please refer to the `source code
- `_
+ `_
for more details about this class.
.. autoclass:: torchvision.models.quantization.ResNet18_QuantizedWeights
@@ -351,7 +351,7 @@ def resnet50(
quantize (bool, optional): If True, return a quantized version of the model. Default is False.
**kwargs: parameters passed to the ``torchvision.models.quantization.QuantizableResNet``
base class. Please refer to the `source code
- `_
+ `_
for more details about this class.
.. autoclass:: torchvision.models.quantization.ResNet50_QuantizedWeights
@@ -400,7 +400,7 @@ def resnext101_32x8d(
quantize (bool, optional): If True, return a quantized version of the model. Default is False.
**kwargs: parameters passed to the ``torchvision.models.quantization.QuantizableResNet``
base class. Please refer to the `source code
- `_
+ `_
for more details about this class.
.. autoclass:: torchvision.models.quantization.ResNeXt101_32X8D_QuantizedWeights
@@ -443,7 +443,7 @@ def resnext101_64x4d(
quantize (bool, optional): If True, return a quantized version of the model. Default is False.
**kwargs: parameters passed to the ``torchvision.models.quantization.QuantizableResNet``
base class. Please refer to the `source code
- `_
+ `_
for more details about this class.
.. autoclass:: torchvision.models.quantization.ResNeXt101_64X4D_QuantizedWeights
diff --git a/torchvision/prototype/datasets/_builtin/caltech.py b/torchvision/prototype/datasets/_builtin/caltech.py
index 3a9a8f08d41..fe3dc2000e6 100644
--- a/torchvision/prototype/datasets/_builtin/caltech.py
+++ b/torchvision/prototype/datasets/_builtin/caltech.py
@@ -30,7 +30,7 @@ def _caltech101_info() -> Dict[str, Any]:
@register_dataset("caltech101")
class Caltech101(Dataset):
"""
- - **homepage**: http://www.vision.caltech.edu/Image_Datasets/Caltech101
+ - **homepage**: https://data.caltech.edu/records/20086
- **dependencies**:
- _
"""
@@ -159,7 +159,7 @@ def _caltech256_info() -> Dict[str, Any]:
@register_dataset("caltech256")
class Caltech256(Dataset):
"""
- - **homepage**: http://www.vision.caltech.edu/Image_Datasets/Caltech256
+ - **homepage**: https://data.caltech.edu/records/20087
"""
def __init__(