Pinned Repositories
CAAE-Age_Progression_Regression_Pytorch
Code for Age progression/Regression, http://web.eecs.utk.edu/~zzhang61/docs/papers/2017_CVPR_Age.pdf
Custom_Multiobject_MultiInstance_Tracking
Multi class multi instance tracking . You can also perform custom multi object tracking
DeblurGANv2_Customdataset
Using deblur GAN on custom dataset
Deepfakes_audio_video
Contains colab files for making audio and video with deep fakes
getsetgo_keras-beginner
Pretrained Convolutional Neural Network models(CNN) (Imagenet challange ILSVRC) are used to predict input image .Codes to extract specific layers ,fine tune and visualize those models are also provided.
opencv_projects
python and C++ projects - opencv
Pedestrian_Attribute_Recognition
planercnn_customimages
Contains codes for training placercnn for custom images
TSAI-EMLO-4.0
Contains solutoins for assignments and learning notes from Extensive Machine Learning Operations course of The School of AI
UNet-Pytorch-Customdataset
Unet pytorch on Custom dataset
ajithvcoder's Repositories
ajithvcoder/CAAE-Age_Progression_Regression_Pytorch
Code for Age progression/Regression, http://web.eecs.utk.edu/~zzhang61/docs/papers/2017_CVPR_Age.pdf
ajithvcoder/emlo4-session-10-ajithvcoder
Auto Github ECR push, CML to trigger EC2 spot, DVC Repro S3 storage using github actions, Deploy using Gradio to hugging face spaces - The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-11-ajithvcoder
Use CDK to create lambda resouces using github actions and deploy - The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-12-ajithvcoder
Use torchserve, fastapi and nextjs to deploy a stable diffusion vision model with docker compose - The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-13-ajithvcoder
Fastapi Serve with kubernetes for dog and cat classifier - The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-14-ajithvcoder
NextJS App + Fastapi Serve + Redis + kubernetes + Helm charts + dog and cat classifier - The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-15-ajithvcoder
AWS EKS + ALB + cluster autoscaler + Horizontal pod Autoscaling + NextJS App + Fastapi Serve + Redis + kubernetes + Helm charts + dog and cat classifier - The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/TSAI-EMLO-4.0
Contains solutoins for assignments and learning notes from Extensive Machine Learning Operations course of The School of AI
ajithvcoder/Yolov8_CPP_Inference_tflite
ajithvcoder/AdalFlow
AdalFlow: The “PyTorch” library to auto-optimize any LLM tasks.
ajithvcoder/ajithvcoder
ajithvcoder/autotrigger-aws-ec2-with-githubactions
Auto start and stop EC2 spot instance with github actions and cml tool
ajithvcoder/Car_Classification
ajithvcoder/dvc-aws-s3-bucket-workflow-setup
tutorial to connect dvc and aws-s3 and run github actions
ajithvcoder/dvc-gcs-bucket-workflow-setup
Tutorial on connecting dvc tool with google cloud storage bucket service and setting up workflow
ajithvcoder/dvc-gdrive-workflow-setup
tutorial to connect dvc and gdrive and run github actions
ajithvcoder/E2EMLOps
consolidated project focused on mlops practise
ajithvcoder/emlo4-session-04-ajithvcoder
Pytorch lightning - train, eval and infer - from The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-05-ajithvcoder
Pytorch lightning II assignment-5 from The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-05-eternapravin_backup
ajithvcoder/emlo4-session-06-ajithvcoder
Data Version Control Pipeline assignment-6 from The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-07-ajithvcoder
Experiment Tracking & Hyperparameter Optimization assignment-07 from The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-08-ajithvcoder
Solution to Session-08 Assignment - AWS Crash Course - (Auto Github ECR push, CML to trigger EC2 spot, DVC Repro S3 storage using github actions) - from The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-09-ajithvcoder
Deploying a Vision model with LitServe and a LLM - llama3.2 model with litserve from The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-14-17-classwork
ajithvcoder/emlo4-session-16-ajithvcoder
AWS EKS + IRSA, Volumes, ISTIO & KServe+ NextJS App + Fastapi Serve + kubernetes + Helm charts + Multimodel or LLM-Deployment The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-17-ajithvcoder
AWS EKS + ArgoCD + Canary deployment + IRSA, Volumes, ISTIO & KServe+ kubernetes + Classifier Deployment The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/emlo4-session-17-ajithvcoder-canary-argocd-kserve
Refer https://github.com/ajithvcoder/emlo4-session-17-ajithvcoder for complete deployment guide The School of AI EMLO-V4 course assignment https://theschoolof.ai/#programs
ajithvcoder/irctc-api
A NodeJS only package built on top of IRCTC Website APIs to book train tickets, managing user profile faster and simpler.
ajithvcoder/s06-emlov4-hydra-test
This is the repository which contains the assignment work of Session6