sovit-123

American-Sign-Language-Detection-using-Deep-Learning

This project aims to detect American Sign Language using PyTorch and deep learning. The neural network can also detect the sign language letters in real-time from a webcam video feed.

attention_is_all_you_need

Implementation of language model papers along with several examples [NOT ALL WRITTEN FROM SCRATCH].

CamVid-Image-Segmentation-using-FCN-ResNet50-with-PyTorch

Deep learning semantic segmentation on the Camvid dataset using PyTorch FCN ResNet50 neural network.

fasterrcnn-pytorch-training-pipeline

PyTorch Faster R-CNN Object Detection on Custom Dataset

German-Traffic-Sign-Recognition-with-Deep-Learning

Recognizing traffic signs with deep learning and PyTorch using Spatial Transformer Convolutional Neural Networks.

image-deblurring-using-deep-learning

PyTorch implementation of image deblurring using deep learning. Use a simple convolutional autoencoder neural network to deblur Gaussian blurred images.

Pneumonia-Detection-using-Deep-Learning

Detecting pneumonia from chest radiographs using deep learning with the PyTorch framework. Faster RCNN ResNet50 backbone.

SAM_Molmo_Whisper

An integration of Segment Anything Model, Molmo, and, Whisper to segment objects using voice and natural language.

Traffic-Light-Detection-Using-YOLOv3

Traffic light detection using deep learning with the YOLOv3 framework. PyTorch => YOLOv3

vision_transformers

Vision Transformers for image classification, image segmentation, and object detection.

sovit-123/Traffic-Light-Detection-Using-YOLOv3

Traffic light detection using deep learning with the YOLOv3 framework. PyTorch => YOLOv3

sovit-123/CamVid-Image-Segmentation-using-FCN-ResNet50-with-PyTorch

Deep learning semantic segmentation on the Camvid dataset using PyTorch FCN ResNet50 neural network.

sovit-123/Pneumonia-Detection-using-Deep-Learning

Detecting pneumonia from chest radiographs using deep learning with the PyTorch framework. Faster RCNN ResNet50 backbone.

sovit-123/German-Traffic-Sign-Recognition-with-Deep-Learning

Recognizing traffic signs with deep learning and PyTorch using Spatial Transformer Convolutional Neural Networks.

sovit-123/American-Sign-Language-Detection-using-Deep-Learning

This project aims to detect American Sign Language using PyTorch and deep learning. The neural network can also detect the sign language letters in real-time from a webcam video feed.

sovit-123/SSD300-VGG11-on-Pascal-VOC-2005-Data

This project trains a SSD300 with VGG11 base on the PASCAL VOC 2005 dataset using the PyTorch deep learning framework.

sovit-123/Diabetic-Retinopathy-NN

sovit-123/Video-Recognition-using-Deep-Learning

This project uses deep learning and the PyTorch framework to detect sports action categories in videos in real-time. The neural network is a simple custom neural network built with PyTorch.

sovit-123/Deep-Learning-Image-Super-Resolution

This is a deep learning project based on the Image Super-Resolution Using Deep Convolutional Networks - SRCNN paper using the PyTorch deep learning library.

sovit-123/Robust_Neural_Networks_by_Adding_Noise_to_Data

PyTorch implementation of building robust deep learning neural networks by adding noise to image data before training.

sovit-123/Fast-and-Accurate-Human-Detection-with-HOG

This project used OpenCV HOG people detector to build an accurate and fast enough implementation to detect people in images and videos.

sovit-123/opencv-resize-heroku-test

sovit-123/pytorch-dcgan-framework

A small PyTorch framework to try out and train DCGAN on different datasets.

sovit-123/pytorch-efficientdet-api

A PyTorch EfficientDet API for easy training and inference on custom datasets.

sovit-123/Semantic-Segmentation-using-Fully-Convlutional-Networks

Implementation of Fully Convolutional Network for semantic segmentation using PyTorch framework

sovit-123/deep-vision-codes

All the code related to deep vision website.

sovit-123/deeplab2

DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.

sovit-123/deepvision

A repository for everything related to computer vision

sovit-123/deepvisionai.github.io

sovit-123/EfficientDet-API

An object detection API for faster training of EfficientDet models on various datasets using PyTorch.

sovit-123/fastai-v3

Starter app for fastai v3 model deployment on Render

sovit-123/graduate-admission-prediction-machine-learning-app

sovit-123/ML_Project_Template

sovit-123/reading-train

sovit-123/stylegan

StyleGAN - Official TensorFlow Implementation

sovit-123/StyleGAN-Tensorflow-2.0

Unofficial implementation of StyleGAN using TensorFlow 2.0.

sovit-123/TensorFlow-ResNets

A hub for ResNet based models and pretrained weights in TensorFlow.

sovit-123/tensorflow_segmentation

Segmentation models in TensorFlow, Keras support.

sovit-123/Torch-Segment

A deep learning image segmentation library and API on top of PyTorch.

sovit-123/yolov1_pytorch

A simple implementation of YOLOv1 PyTorch and training on the PASCAL VOC dataset.