facebookresearch dinov2 issues

facebookresearch / dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

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Can I use dino model to match images with pixels? Just like with the clip model you can match pixels with text.

#418 dajiebi opened 4 months ago
0
On the question of knowledge distillation

#417 yuyu19970716 opened 4 months ago
8
why 'assert self.in_channels == self.channels' in 'dinov2/eval/segmentation/models/decode_heads/linear_head.py '

#416 lis198812 opened 4 months ago
0
What's the purpose for adding Identity() in chunked blocks?

#415 wangh09 closed 4 months ago
1
Can we have a model with different embedding size if we finetune on our data?

#414 benam2 closed 4 months ago
3
Has anyone successfully replaced the backbone of Mask2Fromer with dinov2 for both training and inference?

#413 Xinge-Zhou closed 4 months ago
3
The PCA visualization

#412 xiejingcheng closed 4 months ago
4
fixing the probability of applying GaussianBlur

#411 Separius opened 5 months ago
0
Loading Pretrained Models(dinov2_vits14_pretrain.pth, inov2_vitb14/dinov2_vitb14_pretrain.pth)

#410 kongminseok closed 4 months ago
2
Add Pytorch 2.1 compatibility

#409 EKami closed 5 months ago
2
Rotation invariant features

#408 SergeyMalashenko closed 4 months ago
1
Strange collapse issue with the dino loss

#407 swarajnanda2021 closed 4 months ago
5
Regarding the emergence property

#406 amundra15 closed 4 months ago
1
Regarding the training data composition

#405 amundra15 closed 4 months ago
1
Result of training is either no output or Broken pipe error

#404 adipill04 closed 5 months ago
3
Pretrained model

#403 buaa-luzhi closed 4 months ago
1
Fix conda env

#402 machineko opened 6 months ago
6
Input image size mismatch problem encountered using DINO as a feature extractor

#401 u1nderdog closed 4 months ago
2
Is there anyway to load pretrained weight to ViT Adapter

#400 kaitolucifer closed 6 months ago
0
Inference Tensors Problem

#399 GoktugGuvercin opened 6 months ago
1
intermediate tokens

#398 wangyf8848 closed 4 months ago
7
Do feature vectors for DINOv2 include small objects?

#397 smandava98 opened 6 months ago
5
acquire patch tokens

#396 wangyf8848 closed 4 months ago
1
normalize model outputs for kNN evaluation

#395 clemsgrs opened 6 months ago
0
How is the +ms segmentation head implemented ?

#394 sabeaussan opened 6 months ago
0
Dev block expansion

#393 cm090999 closed 6 months ago
1
Self supervised fine-tuning on custom dataset

#392 nidoebel closed 4 months ago
1
Issue regarding DinoVisionTransformer

#391 sima111b opened 6 months ago
5
registers attention map

#390 SydCS closed 6 months ago
1
Release of segmentation configuration files

#389 Ankowa opened 6 months ago
0
Python version?

#388 jamesheatonrdm opened 6 months ago
9
BUG - Depth example broken

#387 EnricoBeltramo opened 6 months ago
0
Getting Different results with each run!!

#386 benam2 closed 4 months ago
4
Reproducing results on the Segmentation task

#385 Ankowa closed 6 months ago
3
training on SGE instead of SLURM

#384 maxmal1 closed 5 months ago
0
grad error

#383 zhou745 opened 7 months ago
0
How do I use DINOv2 to train unlabeled data

#382 ChenjieXu closed 6 months ago
6
Question About Reproducing LOST Evaluation Metrics for Registers Paper

#381 katieluo88 opened 7 months ago
2
Inference in half precision

#380 treasan opened 7 months ago
5
dinov2_vitl14_reg4_pretrain load error

#379 laserwave closed 7 months ago
1
[bug] Fix interpolation of positional embeddings

#378 patricklabatut closed 7 months ago
0
Cannot create a conda environment.

#377 LiubovShilova opened 7 months ago
7
Relation between batch_size_per_gpu and OFFICIAL_EPOCH_LENGTH

#376 risratna closed 7 months ago
1
Dinov2 Semantic Segmentation Notebook Fix

#375 HarrisDePerceptron opened 7 months ago
2
Efficiently handling large-scale vision datasets

#374 clemsgrs opened 7 months ago
2
Cannot identify high-norm tokens

#373 riccardorenzulli opened 7 months ago
6
partially initialized module 'logging’ has no attribute 'getLogger’

#372 gaofengxu888 opened 7 months ago
0
Retrieving original pixel data from patches.

#371 CaedenMotley opened 7 months ago
6
Dinov2 Semantic Segmentation Notebook Fix

#370 HarrisDePerceptron opened 7 months ago
3
3D object detection

#369 hoangsep opened 8 months ago
5

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