Mohamed KARAA's starred repositories
Awesome-Prompting-on-Vision-Language-Model
This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models.
TrafficVLM
[CVPRW 2024] TrafficVLM: A Controllable Visual Language Model for Traffic Video Captioning. Official code for the 3rd place solution of the AI City Challenge 2024 Track 2.
pytorch-spynet
a reimplementation of Optical Flow Estimation using a Spatial Pyramid Network in PyTorch
Image2Paragraph
[A toolbox for fun.] Transform Image into Unique Paragraph with ChatGPT, BLIP2, OFA, GRIT, Segment Anything, ControlNet.
ChatCaptioner
Official Repository of ChatCaptioner
Surveillance-Video-Understanding
Official project page of the paper "Towards Surveillance Video-and-Language Understanding: New Dataset, Baselines, and Challenges" (Accepted by CVPR 2024)
Video-ChatGPT
[ACL 2024 🔥] Video-ChatGPT is a video conversation model capable of generating meaningful conversation about videos. It combines the capabilities of LLMs with a pretrained visual encoder adapted for spatiotemporal video representation. We also introduce a rigorous 'Quantitative Evaluation Benchmarking' for video-based conversational models.
Video-LLaMA
[EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding
constriction
Entropy coders for research and production in Python and Rust.
CompressAI
A PyTorch library and evaluation platform for end-to-end compression research
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
gradient-checkpointing
Make huge neural nets fit in memory
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
streamlit-folium
Streamlit Component for rendering Folium maps
Data-Science--Cheat-Sheet
Cheat Sheets
Streamlit_DataScience_Apps
Streamlit Data Science and ML Apps in Python