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Add DETR (#11653)

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* Squash all commits of modeling_detr_v7 branch into one

* Improve docs

* Fix tests

* Style

* Improve docs some more and fix most tests

* Fix slow tests of ViT, DeiT and DETR

* Improve replacement of batch norm

* Restructure timm backbone forward

* Make DetrForSegmentation support any timm backbone

* Fix name of output

* Address most comments by @LysandreJik

* Give better names for variables

* Conditional imports + timm in setup.py

* Address additional comments by @sgugger

* Make style, add require_timm and require_vision to testsé

* Remove train_backbone attribute of DetrConfig, add methods to freeze/unfreeze backbone

* Add png files to fixtures

* Fix type hint

* Add timm to workflows

* Add `BatchNorm2d` to the weight initialization

* Fix retain_grad test

* Replace model checkpoints by Facebook namespace

* Fix name of checkpoint in test

* Add user-friendly message when scipy is not available

* Address most comments by @patrickvonplaten

* Remove return_intermediate_layers attribute of DetrConfig and simplify Joiner

* Better initialization

* Scipy is necessary to get sklearn metrics

* Rename TimmBackbone to DetrTimmConvEncoder and rename DetrJoiner to DetrConvModel

* Make style

* Improve docs and add 2 community notebooks

Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>
This commit is contained in:
NielsRogge
2021-06-09 17:51:13 +02:00
committed by GitHub
parent d14e0af274
commit d3eacbb829
42 changed files with 5177 additions and 128 deletions
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25
tests/test_pipelines_image_classification.py
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@@ -47,11 +47,26 @@ class ImageClassificationPipelineTests(unittest.TestCase):
"http://images.cocodataset.org/val2017/000000039769.jpg",
]
},
{"images": "tests/fixtures/coco.jpg"},
{"images": ["tests/fixtures/coco.jpg", "tests/fixtures/coco.jpg"]},
{"images": Image.open("tests/fixtures/coco.jpg")},
{"images": [Image.open("tests/fixtures/coco.jpg"), Image.open("tests/fixtures/coco.jpg")]},
{"images": [Image.open("tests/fixtures/coco.jpg"), "tests/fixtures/coco.jpg"]},
{"images": "./tests/fixtures/tests_samples/COCO/000000039769.png"},
{
"images": [
"./tests/fixtures/tests_samples/COCO/000000039769.png",
"./tests/fixtures/tests_samples/COCO/000000039769.png",
]
},
{"images": Image.open("./tests/fixtures/tests_samples/COCO/000000039769.png")},
{
"images": [
Image.open("./tests/fixtures/tests_samples/COCO/000000039769.png"),
Image.open("./tests/fixtures/tests_samples/COCO/000000039769.png"),
]
},
{
"images": [
Image.open("./tests/fixtures/tests_samples/COCO/000000039769.png"),
"./tests/fixtures/tests_samples/COCO/000000039769.png",
]
},
]
def test_small_model_from_factory(self):