Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by soumik12345
A curated list of 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/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/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.
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/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/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/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/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/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/transformer.pytorch
Pytorch implementation of Transformer
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
https://github.com/soumik12345/csrnet
Pytorch implementation of CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes (https://arxiv.org/abs/1802.10062)
Last synced: 03 Oct 2024
https://github.com/soumik12345/3dgan
Generating 3D objects using Generative Adversarial Networks
Last synced: 03 Oct 2024
https://github.com/soumik12345/flax-vision-models
A repository of Deep Learning models in Flax pre-trained on Imagenet
Last synced: 03 Oct 2024
https://github.com/soumik12345/diffusion-story-illustration
A simple LLM-assisted workflow to illustrate paragraphs from short stories automatically using a text-to-image generation model
Last synced: 03 Oct 2024
https://github.com/soumik12345/deeplab-v3
Implementation of DeepLab V3 in Tensorflow
Last synced: 03 Oct 2024
https://github.com/soumik12345/ml-framework-bot
An agentic workflow to translate machine learning codebases across ML frameworks reliably at scale.
Last synced: 03 Oct 2024
https://github.com/soumik12345/shakespeare-and-monkey
The modelling of the Infinite Monkey or Shakespearean Monkey problem in Java
Last synced: 03 Oct 2024
https://github.com/soumik12345/recursive-descent-expression-compiler
Recursive Descent Expression Compiler
c compiler compiler-design lex lexical-analysis parser recursive-descent-parser
Last synced: 03 Oct 2024
https://github.com/soumik12345/koderunners-interpreter
Koderunners InterPreter
Last synced: 03 Oct 2024
https://github.com/soumik12345/fast-scnn
Tensorflow implementation of Fast-SCNN: Fast Semantic Segmentation Network (https://arxiv.org/abs/1902.04502)
Last synced: 03 Oct 2024
https://github.com/soumik12345/german-notes
German Language Lessons and Notes
Last synced: 03 Oct 2024
https://github.com/soumik12345/advanced-programming-lab
Advanced Programming lab
Last synced: 03 Oct 2024
https://github.com/soumik12345/brainfuck-interpreter
BrainFuck interpreter implementation in java
brainfuck brainfuck-interpreter brainfuck-parser java
Last synced: 03 Oct 2024
https://github.com/soumik12345/3d-terrain
A minecraft like 3d terrain using Perlin Noise
Last synced: 03 Oct 2024
https://github.com/soumik12345/bit-manipulation
This repository contains programs demonstrating the application of bit manipulation
Last synced: 03 Oct 2024
https://github.com/soumik12345/creative-coding
This Project Contains the creative projects created in Processing and Javascript
Last synced: 03 Oct 2024
https://github.com/soumik12345/face-detector
A simple Face Detector in Python-Opencv that detects the face, eyes and lips.
Last synced: 03 Oct 2024
https://github.com/soumik12345/dungeon-game-python
A dungeon game in Python
Last synced: 03 Oct 2024
https://github.com/soumik12345/koderunner_py
The Koderunners Interpreter version 2.0 in python
Last synced: 03 Oct 2024
https://github.com/soumik12345/letter-game-python
Hangman type Letter guessing game in python 3.6
Last synced: 03 Oct 2024