Projects in Awesome Lists by soumik12345

https://github.com/soumik12345/mirnet

Tensorflow implementation of MIRNet for Low-light image enhancement

computer-vision deep-learning image-restoration low-light-image-enhancement mirnet streamlit streamlit-webapp tensorflow tensorflow2

Last synced: 03 Oct 2024

https://github.com/soumik12345/kinect-vision

A computer vision based gesture detection system that automatically detects the number of fingers as a hand gesture and enables you to control simple button pressing games using you hand gestures.

computer-vision gaming gesture-recognition opencv opencv3-python python-3 sign-language-recognition-system

Last synced: 03 Oct 2024

https://github.com/soumik12345/zero-dce

Pytorch implementation of Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

deep-learning hdr low-light-enhance low-light-image-enhancement pytorch zero-shot-learning

Last synced: 03 Oct 2024

https://github.com/soumik12345/automatic-number-plate-recognition

Automatic Car License/Number Plate recognition System

computer-vision crnn deep-learning image-to keras number-plate-recognition show-and-tell tensorflow

Last synced: 03 Oct 2024

https://github.com/soumik12345/point-cloud-segmentation

TF2 implementation of PointNet for segmenting point clouds

deep-learning keras point-cloud segmentation tensorflow2 tpu

Last synced: 03 Oct 2024

https://github.com/soumik12345/nearest-celebrity-face

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

deep-learning deep-neural-networks deeplearning face face-recognition facenet facenet-model inception inception-resnet-v2 inceptionv2 keras keras-neural-networks keras-tensorflow machine-learning machinelearning meta-learning one-shot-learning python python3 tensorflow

Last synced: 03 Oct 2024

https://github.com/soumik12345/pix2pix

Image to Image Translation using Conditional GANs (Pix2Pix) implemented using Tensorflow 2.0

activation-functions cityscapes conditional-gan gan google-maps image-translation keras mish pix2pix tensorflow tensorflow-pix2pix

Last synced: 03 Oct 2024

https://github.com/soumik12345/ddpg

Pytorch implementation of the Deep Deterministic Policy Gradients for Continuous Control

bipedalwalker deep-deterministic-policy-gradient lunarlander openai-gym pytorch reinforcement-learning

Last synced: 03 Oct 2024

https://github.com/soumik12345/wandb-addons

Weights & Biases Addons is a repository consisting of additional unitilities and community contributions for supercharging your Weights & Biases workflows.

Last synced: 03 Oct 2024

https://github.com/soumik12345/vision-transformer

Tensorflow 2.x implementation of Vision-Transformer model

cifar10 classification image-classification keras tensorflow2 transformer vision-transformer

Last synced: 03 Oct 2024

https://github.com/soumik12345/swayam-self-driving-car

This is an implementation of various algorithms and techniques required to build a simple Self Driving Car. A modified versions of the Udacity Self Driving Car Simulator is used as a testing environment.

automation lane-detection lane-detection-pipeline opencv opencv-python python python3 self-driving-car

Last synced: 03 Oct 2024

https://github.com/soumik12345/colorization-using-optimization

Python and C++ implementations of a user-guided image/video colorization technique as proposed by the paper Colorization Using Optimization

colorization computer-vision cpp14 eigen opencv python

Last synced: 03 Oct 2024

https://github.com/soumik12345/radium

Radium is a Ray Tracing Engine written in C++ that runs on the CPU using shared-memory multiprocessing

computer-graphics cpp monte-carlo multiprocessing openmp raytracing russian-roulette

Last synced: 03 Oct 2024

https://github.com/soumik12345/mlops-zoomcamp-wandb

Last synced: 03 Oct 2024

https://github.com/soumik12345/multi-label-text-classification

A multi-label text classifier to predict the subject areas of arXiv papers from their abstract bodies.

deep-learning text-classification

Last synced: 03 Oct 2024

https://github.com/soumik12345/adventures-with-gans

Showcasing various fun adventures with GANs

deep-learning gan generative-adversarial-network keras neural-network pytorch tensorflow

Last synced: 03 Oct 2024

https://github.com/soumik12345/tf2_gans

Implementations of GANs in Tensorflow 2.x

Last synced: 03 Oct 2024

https://github.com/soumik12345/image-depth-prediction

conditional-gan deep-learning gan kitti-dataset stereo-depth-estimation tensorflow tensorflow-2

Last synced: 03 Oct 2024

https://github.com/soumik12345/twin-delayed-ddpg

Pytorch Implementation of Twin Delayed Deep Deterministic Policy Gradients for Continuous Control

box2d deeplearning openai-gym pytorch reinforcement-learning

Last synced: 03 Oct 2024

https://github.com/soumik12345/nerf.jax

A minimal TPU compatible Jax implementation of NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis.

Last synced: 03 Oct 2024

https://github.com/soumik12345/animegan

A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters

anime convolutional-neural-networks dcgan dcgan-tensorflow face gan generative-adversarial-network keras python tensorflow

Last synced: 03 Oct 2024

https://github.com/soumik12345/arxiv2kindle

Arxiv2Kindle is a simple script written in python that converts LaTeX source downloaded from Arxiv and recompiles it to better fit a Kindle or other similar reading devices.

arxiv kindle latex pdf

Last synced: 03 Oct 2024

https://github.com/soumik12345/enet

Pytorch Implementation of ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation (https://arxiv.org/abs/1606.02147)

camvid-dataset deep-learning enet mish pytorch real-time-semantic-segmentation semantic-segmentation

Last synced: 03 Oct 2024

https://github.com/soumik12345/gradcam

Tensorflow 2.2.0 implementation of GradCam

deep-learning explainable-ai gradcam tensorflow tensorflow2

Last synced: 03 Oct 2024

https://github.com/soumik12345/clip-lightning

Last synced: 03 Oct 2024

https://github.com/soumik12345/aodnet

Tensorflow implementation of An All-in-One Network for Dehazing and Beyond

dehazenet dehazing tensorflow2

Last synced: 03 Oct 2024

https://github.com/soumik12345/deepwrex-text-detection-network

Last synced: 03 Oct 2024

https://github.com/soumik12345/neural-style-transfer

Tensorflow Implementation of Neural Style Transfer

neural-network neural-style-transfer python python-3 tensorflow

Last synced: 03 Oct 2024

https://github.com/soumik12345/dataset-scripts

GCS specific notebooks and scripts to download VOC 2007, COCO 2017 and DIV2K Datasets and create TFRecords.

coco div2k gcs gsutil tensorflow tfrecords voc

Last synced: 03 Oct 2024

https://github.com/soumik12345/classicalstm

An LSTM model for generation of Classical Music

Last synced: 03 Oct 2024

https://github.com/soumik12345/transformer

Tensorflow implementation of Transformer

seq2seq tensorflow tensorflow2 transformer translation

Last synced: 03 Oct 2024

https://github.com/soumik12345/neural-machine-translation

Tensorflow 2.0 implementation of Neural Machine Translation using Transformer Model

attention-mechanism deep-learning deep-neural-networks machine-translation natural-language-processing natural-language-understanding self-attention tensorflow tensorflow2 transformer

Last synced: 03 Oct 2024

https://github.com/soumik12345/felzenszwalb_segmentation

Python implementation of Efficient Graph-Based Image Segmentation

disjoint-sets graph image-segmentation minimum-spanning-trees

Last synced: 03 Oct 2024

https://github.com/soumik12345/detectron-notebooks

Last synced: 03 Oct 2024

https://github.com/soumik12345/enet-tensorflow

An implementation of ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation using Tensorflow

Last synced: 03 Oct 2024

https://github.com/soumik12345/wandb-status-report-template

A template project for a W&B Status and Analysis Report in the Autonomous Vehicle Domain

Last synced: 03 Oct 2024

https://github.com/soumik12345/movie-recommender

A Movie Recommendation System using Restricted Boltzmann Machine implemented in Tensorflow

Last synced: 03 Oct 2024

https://github.com/soumik12345/fcn

Deep Fully Convolutional Networks in Tensorflow

Last synced: 03 Oct 2024

https://github.com/soumik12345/deep-learning-studio

A single page application made using Streamlit and Tensorflow 2.x for performing basic deep learning operations on the browser

computer-vision deeplearning single-page-app streamlit tensorflow2

Last synced: 03 Oct 2024

https://github.com/soumik12345/eye-detector

A CNN Based Real Time Eye Detection System

Last synced: 03 Oct 2024

https://github.com/soumik12345/brain-mri-segmentation

Last synced: 03 Oct 2024

https://github.com/soumik12345/diffusion_prompt_upsampling

An implementation of the prompt upsampling strategy for text2image diffusion models from the DALLE-3 tech report using DSPy and Weave

Last synced: 03 Oct 2024

https://github.com/soumik12345/relativistic-gan

Pytorch Implementation of Relativistic GAN

Last synced: 03 Oct 2024

https://github.com/soumik12345/image-restoration-primer

Last synced: 03 Oct 2024

https://github.com/soumik12345/gpt

A minimal implementation of Generative Pre-Training or GPT

deep-learning gpt-2 keras nlp openai tensorflow

Last synced: 03 Oct 2024

https://github.com/soumik12345/autoencoders

Implementations of various Autoencoder architectures and applications in Tensorflow

autoencoder deep-learning denoising-autoencoders keras-tensorflow python tensorflow

Last synced: 03 Oct 2024

https://github.com/soumik12345/manga-scraper

A simple tool to download Manga and create Chapter-wise PDFs easier to read

kindle manga-downloader manga-scraper web-scraping

Last synced: 03 Oct 2024

https://github.com/soumik12345/pynecraft

An open-source implementation of a voxel-based game engine similar to MineCraft in Python

Last synced: 03 Oct 2024

https://github.com/soumik12345/libtorch-examples

Basic Deep Learning examples using LibTorch C++ frontend

cpp deep-learning libtorch torch

Last synced: 03 Oct 2024

https://github.com/soumik12345/several-days-of-cuda

cuda gpgpu

Last synced: 03 Oct 2024

https://github.com/soumik12345/transformer.pytorch

Pytorch implementation of Transformer

Last synced: 03 Oct 2024

https://github.com/soumik12345/real-time-style-transfer

Last synced: 03 Oct 2024

https://github.com/soumik12345/self-attention-gan

Last synced: 03 Oct 2024

https://github.com/soumik12345/generative-adversarial-networks

Implementations of various architectures and implementations of Generative Adversarial Networks

conditional-gan convolutional-neural-networks gan generative-adversarial-network keras multilayer-perceptron neural-network python tensorflow wasserstein-gan

Last synced: 03 Oct 2024