pushed code for CVPR 2024

Author: 0xsynapse

CVPR-2024/README.md

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+# CVPR 2024: An Overview and Key Papers
+
+This repository contains the Notebook file and Python scripts to run the Inference.   
+
+It is part of the LearnOpenCV blog post - [CVPR 2024: An Overview and Key Papers](https://learnopencv.com/cvpr2024/)
+
+[<img src="https://learnopencv.com/wp-content/uploads/2022/07/download-button-e1657285155454.png" alt="Download Code" width="200">](https://www.dropbox.com/scl/fo/dbdxwmcwm1cydouhd4w03/AMZut8qKzVWHq9j7lDfids8?rlkey=l40ucj9tjwktp325gh4hr9d0v&st=1asp4zrp&dl=1)
+
+![](readme_images/feature.gif)
+
+### Code and Requirements
+
+Run the ``.ipynb`` files in your python environment.
+
+Install the ``requirements.txt`` file if you want to run any of the research paper ``.py`` code.
+
+For ZeroNVS install the ``requirements-zeronvs.txt`` file.
+
+## AI Courses by OpenCV
+
+Want to become an expert in AI? [AI Courses by OpenCV](https://opencv.org/courses/) is a great place to start.
+
+[![img](https://learnopencv.com/wp-content/uploads/2023/01/AI-Courses-By-OpenCV-Github.png)](https://opencv.org/courses/)

CVPR-2024/colab_demo_free_tier.ipynb

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+wheel
+torch 
+torchvision 
+torchaudio
+tqdm
+lightning
+black
+ruff
+hydra-core
+jaxtyping
+beartype
+wandb
+einops
+colorama
+scikit-image
+colorspacious
+matplotlib
+moviepy
+imageio
+git+https://github.com/dcharatan/diff-gaussian-rasterization-modified
+timm
+dacite
+lpips
+e3nn
+plyfile
+tabulate
+svg.py
+huggingface
+huggingface-hub
+accelerate
+basicsr
+diffusers==0.18.2
+einops
+gradio
+imageio
+matplotlib
+mmdet==3.2.0
+mmpose==1.2.0
+numpy
+omegaconf
+opencv_python
+openvino
+pandas
+Pillow
+prettytable
+pytorch_lightning
+PyYAML
+safetensors
+scipy
+setuptools
+scikit-image
+timm==0.6.7
+torch_tb_profiler
+tqdm
+transformers
+moviepy==1.0.3
+flow-vis==0.1
+matplotlib==3.8.3
+einops==0.7.0
+timm==0.6.7
+scikit-image==0.22.0
+scikit-learn==1.4.1.post1
+cupy==12.2.0
+easydict==1.13
+

CVPR-2024/colab_demo_pro_tier.ipynb

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+torch==2.0.1
+
+ninja
+torch_efficient_distloss
+webdataset
+google-cloud-storage==2.10.0
+datasets
+lpips
+open3d
+visu3d
+pyspng
+
+lightning==2.0.0
+omegaconf==2.3.0
+jaxtyping
+typeguard
+
+diffusers
+transformers
+accelerate
+opencv-python
+tensorboard
+matplotlib
+imageio>=2.28.0
+imageio[ffmpeg]
+git+https://github.com/NVlabs/nvdiffrast.git
+libigl
+xatlas
+trimesh[easy]
+networkx
+pysdf
+PyMCubes
+wandb
+gradio
+git+https://github.com/ashawkey/envlight.git
+torchmetrics
+
+# deepfloyd
+xformers
+# bitsandbytes
+bitsandbytes-cuda116
+sentencepiece
+safetensors
+huggingface_hub
+
+# for zero123
+einops
+kornia
+taming-transformers-rom1504
+git+https://github.com/openai/CLIP.git
+
+#controlnet
+controlnet_aux
+
+# new additions
+torch_efficient_distloss
+webdataset
+google-cloud-storage==2.10.0
+datasets
+lpips
+gdown

CVPR-2024/readme_images/feature.gif

@@ -15,6 +15,7 @@ Want to become an expert in AI? [AI Courses by OpenCV](https://opencv.org/course
 
 | Blog Post | Code|
 | ------------- |:-------------|
+| [CVPR 2024: An Overview and Key Papers](https://learnopencv.com/cvpr2024/) | [Code](https://github.com/spmallick/learnopencv/tree/master/CVPR-2024) |
 | [Object Detection on Edge Device - OAK-D-Lite](https://learnopencv.com/object-detection-on-edge-device) | [Code](https://github.com/spmallick/learnopencv/tree/master/Object-Detection-on-Edge-Devices) |
 | [Fine-Tuning YOLOv10 Models on Custom Dataset](https://learnopencv.com/fine-tuning-yolov10/) | [Code](https://github.com/spmallick/learnopencv/tree/master/Fine-Tuning-YOLOv10-Models-Custom-Dataset) |
 | [ROS2 and Carla Setup Guide for Ubuntu 22.04](https://learnopencv.com/ros2-and-carla-setup-guide/) |  |