[Questionnaire] Which model do you want to support in mmdeploy?

[VVsssssk]

Which model do you want to support in mmdeploy? Comment here. You can like a comment to increase model priority.

	Model	Codebase	Backend	Number of likes	Released
1	Swin-Transformer	mmcls	tensorrt	2	v0.6.0
2	Second	mmdet3d	tensorrt	1
3	htc	mmdet	tensorrt	1
4	Segmenter	mmseg	tensorrt	1	v0.6.0
5	ConvNeXt	mmcls	tensorrt	1
6	MASTER	mmocr	tensorrt	1
7	ABINet	mmocr	tensorrt	1
8	BEVFormer	mmdet3d	tensorrt	1
9	Oriented R-CNN	mmrotate	tensorrt	1	v0.6.0
10	SAR	mmocr	tensorrt	1

Reference:

• [ ] MASTER: #623
• [ ] ABINet: #689
• [ ] BEVFormer: #688
• [ ] SAR: #630

[VVsssssk]

E.g: Swin-Transformer mmcls tensorrt

[OrcunCanDeniz]

second mmdet3d tensorrt

[haofanwang]

htc mmdetection tensorrt

[haofanwang]

segmenter mmsegmentation tensorrt

[starhou]

swin-transformer mmdet tensorrt

[starhou]

I haven't tried the conversion yet and I just used your example fater-rcnn. Maybe now, need to try.

[RunningLeon]

segmenter mmsegmentation tensorrt

@haofanwang Have you tried segmenter with mmdeploy?

[haofanwang]

segmenter mmsegmentation tensorrt

@haofanwang Have you tried segmenter with mmdeploy?

@RunningLeon , Yes, but I receive error messages as below

TypeError: upsample_bicubic2d() received an invalid combination of arguments - got (Tensor, NoneType, bool, list), but expected one of:
 * (Tensor input, tuple of ints output_size, bool align_corners, tuple of floats scale_factors)
      didn't match because some of the arguments have invalid types: (Tensor, NoneType, bool, list)
 * (Tensor input, tuple of ints output_size, bool align_corners, float scales_h, float scales_w, *, Tensor out)

And my command is

python ./tools/deploy.py \
    ./configs/mmseg/segmentation_tensorrt-fp16_dynamic-512x1024-2048x2048.py \
    ./mmsegmentation/configs/segmenter/segmenter_vit-l_mask_8x1_512x512_160k_ade20k.py \
    ./mmsegmentation/checkpoints/segmenter_vit-l_mask_8x1_512x512_160k_ade20k_20220105_162750-7ef345be.pth \
    ./mmsegmentation/demo/demo.png \
    --work-dir work_dir\
    --device cuda\
    --dump-in

[RunningLeon]

512x512 @haofanwang Try with static config with 512x512. You can change in config file.

[eliabruni]

maskformer mmdet tensorrt

[isbrycee]

swin-transformer mmdet onnx

[Siannodel]

Swin-Transformer mmcls tensorrt

[shannanyinxiang]

SATRN mmocr tensorrt

[awesome01010]

SATRN for ocr, to onnx and tensorrt pls!

[summerlvsong]

SATRN for ocr, to onnx and tensorrt pls!

[Mountchicken]

SATRN MMOCR tensorrt

[Xiangxu-0103]

dynamic_voxelization mmdet3d onnxruntime and tensorrt

[YongboLiang]

Swin-Transformer Second Segmenter

[hust-lidelong]

Oriented R-CNN，S2A-Net for mmrotate tensorrt, please!

[eliabruni]

mask2former mmdet tensorrt

[jianghaijun007]

monoflex tensorrt

[gzxy-0102]

mmtracking

[troyliu0105]

AssociativeEmbedding pose detection in mmpose

[SpaceView]

mmocr

[rickvanveen]

yolact mmdetection onnx

[LeoRainly]

K-Net

[leemengwei]

htc

[s95huang]

Smoke, mmdetection3d , tensorrt

[manhtd98]

Swin-Transformer mmdetection tensorrt

[zhangzscn]

yolact mmdetection onnx

[manhtd98]

@VVsssssk do you know when swin-transformers can release

[Liuhongmiao]

a vote to TOOD

[baigwadood]

MMaction2/Pyskl for (skeleton based action recognition)

[wwcc1107]

deformable detr！，detr！，transformer系列

[lvhan028]

segmenter mmsegmentation tensorrt

Done. It's been supported in v0.6.0

[lvhan028]

Swin-Transformer mmdetection tensorrt

Done. It's been supported in v0.6.0

[DoubleChuang]

solov2 onnx tensorrt

[KooSung]

TSM/TSN... mmaction2 tensorrt

[oYAYAYo]

mmdetection3d SMOKE

[zml24]

deepfillv2 mmediting tensorrt

[MaxeeCR]

TSM、Video swin-transformer mmaction2 tensorrt :heart_eyes: :pray:

[machine52vision]

mmdetection solov2

[421psh]

solov2 tensorrt