transformers/docs/source/en/main_classes
amyeroberts f53fe35b29
Fast image processor (#28847)
* Draft fast image processors

* Draft working fast version

* py3.8 compatible cache

* Enable loading fast image processors through auto

* Tidy up; rescale behaviour based on input type

* Enable tests for fast image processors

* Smarter rescaling

* Don't default to Fast

* Safer imports

* Add necessary Pillow requirement

* Woops

* Add AutoImageProcessor test

* Fix up

* Fix test for imagegpt

* Fix test

* Review comments

* Add warning for TF and JAX input types

* Rearrange

* Return transforms

* NumpyToTensor transformation

* Rebase - include changes from upstream in ImageProcessingMixin

* Safe typing

* Fix up

* convert mean/std to tesnor to rescale

* Don't store transforms in state

* Fix up

* Update src/transformers/image_processing_utils_fast.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Update src/transformers/models/auto/image_processing_auto.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Update src/transformers/models/auto/image_processing_auto.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Update src/transformers/models/auto/image_processing_auto.py

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Warn if fast image processor available

* Update src/transformers/models/vit/image_processing_vit_fast.py

* Transpose incoming numpy images to be in CHW format

* Update mapping names based on packages, auto set fast to None

* Fix up

* Fix

* Add AutoImageProcessor.from_pretrained(checkpoint, use_fast=True) test

* Update src/transformers/models/vit/image_processing_vit_fast.py

Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>

* Add equivalence and speed tests

* Fix up

---------

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: Pavel Iakubovskii <qubvel@gmail.com>
2024-06-11 15:47:38 +01:00
..
agent.md Reboot Agents (#30387) 2024-05-07 12:59:49 +02:00
backbones.md [Doc] Fix docbuilder - make BackboneMixin and BackboneConfigMixin importable from utils. (#29002) 2024-02-14 10:29:22 +00:00
callback.md Adds dvclive callback (#27352) 2023-11-09 12:19:31 +00:00
configuration.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
data_collator.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
deepspeed.md [docs] DeepSpeed (#28542) 2024-01-24 08:31:28 -08:00
feature_extractor.md Fixed typos (#26810) 2023-10-16 09:52:29 +02:00
image_processor.md Fast image processor (#28847) 2024-06-11 15:47:38 +01:00
keras_callbacks.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
logging.md Warnings controlled by logger level (#26527) 2023-10-12 10:48:38 +02:00
model.md [docs] Big model loading (#29920) 2024-04-01 18:47:32 -07:00
onnx.md Migrate doc files to Markdown. (#24376) 2023-06-20 18:07:47 -04:00
optimizer_schedules.md Add WSD scheduler (#30231) 2024-04-25 12:07:21 +01:00
output.md Update all references to canonical models (#29001) 2024-02-16 08:16:58 +01:00
pipelines.md Remove ConversationalPipeline and Conversation object (#31165) 2024-06-07 17:50:18 +01:00
processors.md [docs] fixed links with 404 (#27327) 2023-11-06 19:45:03 +00:00
quantization.md Add HQQ quantization support (#29637) 2024-05-02 17:51:49 +01:00
text_generation.md Add Watermarking LogitsProcessor and WatermarkDetector (#29676) 2024-05-14 13:31:39 +05:00
tokenizer.md [PretrainedTokenizer] add some of the most important functions to the doc (#27313) 2023-11-06 15:11:00 +01:00
trainer.md [docs] Trainer docs (#28145) 2023-12-20 10:37:23 -08:00