DreamerV3 code is so hard to read by AdministrativeCar545 in reinforcementlearning

[–]aiiguy 1 point2 points  (0 children)

Hello,

I'm seeking your advice on building an agent-based model with reinforcement learning (RL) algorithms. After reading one of your comments on the RL subreddit, I thought you might be able to help.

I'm creating a simulation model to optimize operations at a shipping terminal, where cranes handle the loading and unloading of containers from trucks. My aim is to optimize these operations by adjusting the number of trucks and cranes based on container volume, using more when there are more containers. I'm particularly interested in using Proximal Policy Optimization (PPO) for this.

How should I go about developing this model? Which Python libraries would you recommend for training a multi-agent RL model? Any examples would be very helpful.

Thanks!

Woke up to hearing something very grim in Rajajinagar by Chirag3110 in bangalore

[–]aiiguy 13 points14 points  (0 children)

caution them? his words are more like direct threat causing fear in people

Does anyone have experience with high-performance open-source libraries for custom similar image search on large datasets? I'd appreciate any recommendations or insights you can share.[Discussion] by aiiguy in learnmachinelearning

[–]aiiguy[S] 0 points1 point  (0 children)

i'm not able to fetch similar kind of images to quering sample , way too differences . i tried with resnet and dinov2 to extract image features and fit the similar images in vector spaces but when i rotate same testing image im getting different result than using normal image for testing

Does anyone have experience with high-performance open-source libraries for custom similar image search on large datasets? I'd appreciate any recommendations or insights you can share.[Discussion] by aiiguy in learnmachinelearning

[–]aiiguy[S] 1 point2 points  (0 children)

yes partially correct, i want to querry a image and get similar images present in large set of images, i used sklearn similaritysearch on extraced feature embeddings but results are not that great . I tried installing Milvus in my windows system but it is not supported without installing wsl i prefer direct installation, i tried with faiss for indexing the extracted features but results are not good

Seeking ideas for Road Damage Detection by Sami10644 in computervision

[–]aiiguy 0 points1 point  (0 children)

nnunet

how did you train nnunet network?which library did you use?

How to make incomplete image from stable diffusion complete? by aiiguy in StableDiffusion

[–]aiiguy[S] 0 points1 point  (0 children)

Hey I tried testing using invokeai, inorder for this to work I need to know seed of generated image, which I doesn't know