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ijepa
Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."
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Valid mask not found when train on mini image1k dataset
#68
oggyfaker
closed
4 months ago
1
Why normalize twice since the target encoder also normalize the feature at last？
#67
jianghaojun
opened
4 months ago
0
Question about dinov2 vs ijepa
#66
lanalex
opened
4 months ago
2
How to create the visualizations on your README and Figure 6 of your paper?
#65
alanwang8
opened
5 months ago
0
Why there is no **unscale_** when you use amp?
#64
jsrdcht
opened
5 months ago
0
Did you ever train with the ViTC?
#63
cvg25
opened
6 months ago
0
Suggestions to train on low-end GPU
#62
ravioliasb
opened
6 months ago
5
Why is there no class token?
#61
swarajnanda2021
opened
6 months ago
4
Bias in Multiblock Mask Collator
#60
joeagriffith
opened
6 months ago
0
Corrected max value of multi-block mask position range.
#59
joeagriffith
closed
6 months ago
3
Struggling to Train Downstream Classifier
#58
NolanGC
opened
7 months ago
5
what is the difference between root_folder and image_folder?
#57
Oguzhanercan
closed
6 months ago
1
generative model decoder for target-encoder
#56
sls619
opened
8 months ago
0
Training from scratch
#55
Ugenteraan
opened
8 months ago
13
imagenet1k Huggingface extraction
#54
AasherH
opened
9 months ago
1
Image resolution & folder structure for unsupervised pre-training
#53
rringham
opened
11 months ago
1
Pretrain original ijepa
#52
ozyurtf
closed
12 months ago
1
Downstream task
#51
ankan8145
opened
1 year ago
5
How to load ijepa checkpoints?
#50
namrahrehman
opened
1 year ago
6
Difficulty continue self supervised pre training on custom dataset
#49
ChristianEschen
opened
1 year ago
2
An error was reported while training on multiple Gpus
#48
PeiranLiao
opened
1 year ago
1
Struggling to replicate evaluation results
#47
finbarrtimbers
opened
1 year ago
14
How to evaluate the performance of pre-trained model?
#46
xiangtaowong
opened
1 year ago
0
Is there any visual code?
#45
xiangtaowong
opened
1 year ago
0
I Just download the image1k dataset from huggingface, what should i do next to process the tar.gz file and train this model
#44
james2v
opened
1 year ago
3
RuntimeError: Default process group has not been initialized, please make sure to call init_process_group.
#43
shxingch
closed
1 year ago
2
Error in interpolation of pos_embedd when using data of different dimension
#42
Pavinags
opened
1 year ago
0
Training loss increases
#41
ChristianEschen
closed
1 year ago
4
multiblock mask collator now samples masks including last row and column
#40
jackwilkie
opened
1 year ago
2
config files about vit-small and vit-base
#39
stonewjf
opened
1 year ago
3
All blocks have same size within a batch
#38
aRI0U
closed
1 year ago
2
Torch version
#37
KyeonghaRho
closed
1 year ago
1
Linear probing
#36
zankerx
closed
1 year ago
2
is batch size per gpu important to re-implement the accuracy reported in the paper?
#35
Gus-Guo
opened
1 year ago
4
Loading pre-trained model: state_dict key mismatch
#34
HuFY-dev
closed
1 year ago
2
Making the code a bit more installable
#33
lanalex
closed
1 year ago
1
Some questions about context and target
#32
lezhang7
opened
1 year ago
1
Using Pretrained Model
#31
Giridhar9652
closed
1 year ago
4
fallback to float16 if bfloat16 is not supported
#30
GuichardVictor
opened
1 year ago
1
Is the VIT predictor important?
#29
ItakeLs
closed
1 year ago
1
Support for GPUs that can't use bfloat16 and non-distributed training
#28
JulesCollenne
opened
1 year ago
0
Typo in Paper
#27
hu-po
closed
1 year ago
1
minimum ijepa, 100+ lines (except vit(<100 lines) and mask(can be <100 lines))
#26
yuedajiong
closed
1 year ago
1
Why doesn't the model collapse?
#25
Ber666
opened
1 year ago
7
solved logging and error handling issue, and used yaml.safe_load for YAML safe loading
#24
Madhav-MKNC
opened
1 year ago
0
Automatic1111 Integration
#23
Ashdevz
closed
1 year ago
3
Fix capitalization in README.md
#22
aroramrinaal
closed
6 months ago
0
Insufficient Logging and Error Handling in "main_distributed.py"
#21
Madhav-MKNC
opened
1 year ago
2
Logging Configuration and YAML Loading Issues in "main.py"
#20
Madhav-MKNC
opened
1 year ago
2
Capitalization correction in README.md
#19
aroramrinaal
closed
1 year ago
1
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