Comments (1)
- Training and testing need to have the same
cat_list
. It’s easy to understand if you treat it as traditional Object Detection task. - The order of text elements in cat_list may not be crucial, but be consistent, just like traditional Object Detection, it depends on your anotations.
- Fine-tuning on OD datasets is not the main purpose, this will reduce the generalization ability of the model, and additional strategies need to be used to maintain generalization. #26
- I don't think fine-tuning GDINO model will get the best performance(mAP, ACC, etc.) if you only want to detect object in a closed set(not a open-set), perhaps you can try some other networks(co-detr, EVA, DINO,internimage, etc. )
from open-groundingdino.
Related Issues (20)
- Where is the DN module in the training code? HOT 3
- In /tools/inference_on_a_image.py, is there a difference between IDEA-Research's code and longzw1997's code? HOT 3
- Errors of distributed training HOT 3
- Simple questions regarding fine-tuning the model on custom data. HOT 1
- Questions regarding fine-tuning the model on custom data. HOT 3
- Training-Data-Prep HOT 1
- Discrepency between the model's predictions and the confidence scores HOT 1
- Usage of arguement " --options text_encoder_type=/path/to/bert-base-uncased" HOT 1
- 请问如何解决向Grounding-Dino无法输入一个batch的数据? HOT 2
- Can i train on windows? HOT 1
- how much memories we need to finetune? HOT 1
- pre-training HOT 3
- Evaluate HOT 1
- Tokenizer decoder makes up class names during inference HOT 3
- IndexError: index 909 is out of bounds for dimension 0 with size 900 HOT 5
- Label_list HOT 4
- Detection task with one class custom dataset, 15epoch is not enough? HOT 2
- 请问一下训练的时候是没有使用swin_T_224_1k的预训练权重吗? HOT 1
- 关于文本不同 导致的 训练精度差异的问题 HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from open-groundingdino.