ajithvcoder Goto Github PK

followers: 44.0 following: 118.0 repos: 98.0 gists: 12.0

Name: Ajith

Type: User

Company: Multicoreware

Bio: I like to work in MLOps, Computer vision | Exploring LLM

Twitter: ajith_ekindian

Location: Earth

Works with python- Deep Learning

💬 I like to work on MLOps, Computer Vision. I am actively seeking collaboration opportunities in MLOps projects.
📫 I am currently focusing on developing MLOps projects. If you share the same interest, feel free to reach out to me at [email protected], and let's collaborate on building impactful projects together.
🎥🔥 I have a youtube channel focusing on devops and mlops projects - @ajithvcoder - Kindly subscribe if it aligns with you.

Research paper Implementations

S No	Repo Name	Status	Details
1	DeepMTH Net	Compeleted	DL model on person attribute recognition
2	Circle-U-Net	Completed	DL model on image segmentation
3	CAAE-Age-Regression-Progression	Completed	Age GAN with colab implementation

Knowledge Sharing Contributions

S No	Repo Name	Status	Details
1	Deep Fakes Audio & Video	Completed	Given a image you can make it speak and provide voice
2	Custom Multiobject Multiinstance Tracking	Completed	Tracking custom object with colab
3	Pretrained Models to process images and visuvalize layers(keras)	Completed	Basic DL
4	Planercnn Customimages	Completed	Tried to train planercnn on custom images
5	Basic Opencv Projects	Compelted	Basic projects
6	Basic Python3 Projects	Completed	Basic projects
7	CPP based Computer vision Projects	On Hold	Basic projects
8	Build Train Deploy 10 AI apps	Currently Working	Deploying 10 AI apps
9	GAN_Unlocked	On Hold	GAN works
10	Building Custom loss functions	On Hold	Study and create custom loss functions
11	Custom Computer Vision Projects 2d Collection	On Hold	Perfoming custom Computer vision projects
12	Computer Vision Loss function Collection 2d	On Hold	Collection of loss functions used in 2d Computer Vision

Course Works

S No	Repo Name	Status	Details
1	Extensive Vision AI(EVA)	Completed	DL & RL Course
2	Extensive Python and Pytorch for AI(EPAi)	Completed	Python & Pytorch course

Ajith's Projects

100-days-of-code

i am going to code for 100 days

ajithvcoder

avx_calls

awesome-colab-zoo

Repo contains links or codes for running most popular deep learning pretrained models in colab

awesome-rcnn

Contains detials of extra ordinary capability of RCNN genre

awesome_custom_computer_vision_projects

Contains links of repos from which we can make deep learning models on custom dataset (Classification to Action Recognition)

basic_githubactions

basic_githubactions_test2

basic_githubactions_test_1

bostonhousepricing

build_train_deploy_10_ai_apps

Contains instructions to build,train and deploy 10 DeepLearning projects in aws,heroku platforms

building_custom_loss_functions

This repo will contain detailed and more visualized tutorials on writing custom loss functions. Scope will be ranging from basic neural networks to RL

caae-age_progression_regression_pytorch

Code for Age progression/Regression, http://web.eecs.utk.edu/~zzhang61/docs/papers/2017_CVPR_Age.pdf

car_classification

chicken_disease_classification

circle-u-net

Implementation of Circle U-Net , https://www.mdpi.com/1999-4893/14/6/159/htm

cocosampledataset

Used for inspect_data.ipynb in https://github.com/matterport/Mask_RCNN

computer_pointer_controller

cpp_based_computer_vision_projects

Contains ComputerVision (Deep learning) projects in C++ with opencv , pytorch, cuda programming

custom_multiobject_multiinstance_tracking

Multi class multi instance tracking . You can also perform custom multi object tracking

custom_object_classification

Simple Custom object classification with pytorch | Custom Model | Custom dataset | ONNX inference

custom_objectdetection_yolov5

Contains code to train custom images on Yolov5

deblurganv2_customdataset

Using deblur GAN on custom dataset

deep_mth_net

Implementation of DeepMTH Net (Deep multi tower head Network) https://dl.acm.org/doi/abs/10.1145/3447450.3447470

deepfakes_audio_video

Contains colab files for making audio and video with deep fakes

dl_ss22_t1_snake

docker_basics

eip_assignments

Contains assignments of EIP course

epai

Contains assignments of EPAi course from The School of AI (https://theschoolof.ai/)

eva-extensive_vision_ai

The School of A.I - EVA Course https://theschoolof.ai/

ajithvcoder Goto Github PK

Works with python- Deep Learning

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