GeoChat (code, models, paper)
Browse files- .gitattributes +5 -0
- GeoChat. Grounded Large Vision-Language Model for Remote Sensing.pdf +3 -0
- code/GeoChat [AG3106] +1.zip +3 -0
- code/GeoChat [AtlasAIPBC] +25 -2.zip +3 -0
- code/GeoChat [BinSpa] +40.zip +3 -0
- code/GeoChat [handale88] +7.zip +3 -0
- code/GeoChat [nikwoj] script_fixes +1 -2.zip +3 -0
- code/GeoChat [whu-pzhang] fix +6 -2.zip +3 -0
- code/GeoChat [wybert] +1 -2.zip +3 -0
- code/GeoChat [yuanzhongqiao] +3 -13.zip +3 -0
- code/GeoChat.zip +3 -0
- models/Geochat-GGUF/.gitattributes +37 -0
- models/Geochat-GGUF/geochat-7B-F16.gguf +3 -0
- models/Geochat-GGUF/mmproj-model-f16.gguf +3 -0
- models/Geochat-GGUF/source.txt +1 -0
- models/geochat-7B/.gitattributes +35 -0
- models/geochat-7B/README.md +36 -0
- models/geochat-7B/config.json +43 -0
- models/geochat-7B/generation_config.json +7 -0
- models/geochat-7B/pytorch_model-00001-of-00002.bin +3 -0
- models/geochat-7B/pytorch_model-00002-of-00002.bin +3 -0
- models/geochat-7B/pytorch_model.bin.index.json +725 -0
- models/geochat-7B/source.txt +1 -0
- models/geochat-7B/special_tokens_map.json +24 -0
- models/geochat-7B/tokenizer.model +3 -0
- models/geochat-7B/tokenizer_config.json +35 -0
- models/landuse_ratio_classification_geochat/.gitattributes +35 -0
- models/landuse_ratio_classification_geochat/config.json +43 -0
- models/landuse_ratio_classification_geochat/generation_config.json +7 -0
- models/landuse_ratio_classification_geochat/pytorch_model-00001-of-00002.bin +3 -0
- models/landuse_ratio_classification_geochat/pytorch_model-00002-of-00002.bin +3 -0
- models/landuse_ratio_classification_geochat/pytorch_model.bin.index.json +725 -0
- models/landuse_ratio_classification_geochat/source.txt +1 -0
- models/landuse_ratio_classification_geochat/special_tokens_map.json +24 -0
- models/landuse_ratio_classification_geochat/tokenizer.model +3 -0
- models/landuse_ratio_classification_geochat/tokenizer_config.json +35 -0
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GeoChat.[[:space:]]Grounded[[:space:]]Large[[:space:]]Vision-Language[[:space:]]Model[[:space:]]for[[:space:]]Remote[[:space:]]Sensing.pdf filter=lfs diff=lfs merge=lfs -text
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GeoChat. Grounded Large Vision-Language Model for Remote Sensing.pdf
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code/GeoChat [whu-pzhang] fix +6 -2.zip
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https://huggingface.co/KwangHwi/Geochat-GGUF
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models/geochat-7B/README.md
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---
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license: apache-2.0
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---
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# GeoChat-7B
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GeoChat is the first grounded Large Vision Language Model, specifically tailored to Remote Sensing(RS) scenarios. Unlike general-domain models, GeoChat excels in handling high-resolution RS imagery, employing region-level reasoning for comprehensive scene interpretation. Leveraging a newly created RS multimodal dataset, GeoChat is fine-tuned using the LLaVA-1.5 architecture. This results in robust zero-shot performance across various RS tasks, including image and region captioning, visual question answering, scene classification, visually grounded conversations, and referring object detection.
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<!-- Provide a longer summary of what this model is. -->
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- **Developed by MBZUAI**
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### Model Sources
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<!-- Provide the basic links for the model. -->
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- **Repository:** https://github.com/mbzuai-oryx/GeoChat
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- **Paper:** https://arxiv.org/abs/2311.15826
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**BibTeX:**
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```bibtex
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@misc{kuckreja2023geochat,
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title={GeoChat: Grounded Large Vision-Language Model for Remote Sensing},
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author={Kartik Kuckreja and Muhammad Sohail Danish and Muzammal Naseer and Abhijit Das and Salman Khan and Fahad Shahbaz Khan},
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year={2023},
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eprint={2311.15826},
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archivePrefix={arXiv},
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primaryClass={cs.CV}
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}
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```
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## Authors
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Kartik Kuckreja, Muhammad Sohail
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## Contact
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kartik.kuckreja@mbzuai.ac.ae
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models/geochat-7B/config.json
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{
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"_name_or_path": "/share/data/drive_3/kartik/llava-v1.5-7b",
|
| 3 |
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"architectures": [
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| 4 |
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"GeoChatLlamaForCausalLM"
|
| 5 |
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],
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| 6 |
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| 9 |
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|
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|
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|
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|
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|
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| 24 |
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|
| 25 |
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|
| 26 |
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"model_type": "geochat",
|
| 27 |
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|
| 28 |
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|
| 29 |
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|
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|
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|
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|
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
models/geochat-7B/generation_config.json
ADDED
|
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|
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models/geochat-7B/pytorch_model-00001-of-00002.bin
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version https://git-lfs.github.com/spec/v1
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size 9976634558
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models/geochat-7B/pytorch_model-00002-of-00002.bin
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version https://git-lfs.github.com/spec/v1
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size 4149444818
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|
| 724 |
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|
| 725 |
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models/geochat-7B/source.txt
ADDED
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https://huggingface.co/MBZUAI/geochat-7B
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models/geochat-7B/special_tokens_map.json
ADDED
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{
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|
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| 6 |
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| 10 |
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| 22 |
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|
| 23 |
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|
| 24 |
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|
models/geochat-7B/tokenizer.model
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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| 3 |
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size 499723
|
models/geochat-7B/tokenizer_config.json
ADDED
|
@@ -0,0 +1,35 @@
|
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|
| 1 |
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|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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| 12 |
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|
| 13 |
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| 14 |
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|
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|
| 16 |
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|
| 17 |
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"normalized": false,
|
| 18 |
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|
| 19 |
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"single_word": false
|
| 20 |
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| 22 |
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| 23 |
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| 24 |
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|
| 25 |
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|
| 26 |
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"tokenizer_class": "LlamaTokenizer",
|
| 27 |
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"unk_token": {
|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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"single_word": false
|
| 34 |
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}
|
| 35 |
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|
models/landuse_ratio_classification_geochat/.gitattributes
ADDED
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| 10 |
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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| 17 |
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| 18 |
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| 27 |
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| 35 |
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models/landuse_ratio_classification_geochat/config.json
ADDED
|
@@ -0,0 +1,43 @@
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|
| 3 |
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|
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models/landuse_ratio_classification_geochat/generation_config.json
ADDED
|
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|
models/landuse_ratio_classification_geochat/pytorch_model-00001-of-00002.bin
ADDED
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models/landuse_ratio_classification_geochat/source.txt
ADDED
|
@@ -0,0 +1 @@
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|
|
|
|
|
|
| 1 |
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https://huggingface.co/YounhyungChae/landuse_ratio_classification_geochat
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models/landuse_ratio_classification_geochat/special_tokens_map.json
ADDED
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models/landuse_ratio_classification_geochat/tokenizer.model
ADDED
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models/landuse_ratio_classification_geochat/tokenizer_config.json
ADDED
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