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

  • Stars
    star
    3
  • Rank 3,963,521 (Top 79 %)
  • Language
    Python
  • Created over 4 years ago
  • Updated over 4 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
sovit-123/American-Sign-Language-Detection-using-Deep-Learning
github

sovit-123

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

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.

More Repositories

1

fasterrcnn-pytorch-training-pipeline

PyTorch Faster R-CNN Object Detection on Custom Dataset
Jupyter Notebook
205
star
2

Traffic-Light-Detection-Using-YOLOv3

Traffic light detection using deep learning with the YOLOv3 framework. PyTorch => YOLOv3
Jupyter Notebook
59
star
3

vision_transformers

Vision Transformers for image classification, image segmentation, and object detection.
Python
40
star
4

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.
Jupyter Notebook
20
star
5

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

Deep learning semantic segmentation on the Camvid dataset using PyTorch FCN ResNet50 neural network.
Python
12
star
6

attention_is_all_you_need

Implementation of language model papers along with several examples [NOT ALL WRITTEN FROM SCRATCH].
Python
12
star
7

Pneumonia-Detection-using-Deep-Learning

Detecting pneumonia from chest radiographs using deep learning with the PyTorch framework. Faster RCNN ResNet50 backbone.
Python
11
star
8

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

Recognizing traffic signs with deep learning and PyTorch using Spatial Transformer Convolutional Neural Networks.
Jupyter Notebook
8
star
9

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.
Python
4
star
10

local_file_search

Local file search using embedding techniques
Python
4
star
11

lm_sft

Various LMs/LLMs below 3B parameters (for now) trained using SFT (Supervised Fine Tuning) for several downstream tasks
Jupyter Notebook
4
star
12

Diabetic-Retinopathy-NN

Jupyter Notebook
3
star
13

detr-custom-training

Training DETR (Detection Transformer) on custom object detection datasets.
Python
3
star
14

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.
Python
3
star
15

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.
Python
2
star
16

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.
Python
2
star
17

chat_llama

Chat with LLama 2 models (locally)
Python
2
star
18

pytorch-dcgan-framework

A small PyTorch framework to try out and train DCGAN on different datasets.
Python
1
star
19

Semantic-Segmentation-using-Fully-Convlutional-Networks

Implementation of Fully Convolutional Network for semantic segmentation using PyTorch framework
Python
1
star
20

opencv-resize-heroku-test

Python
1
star
21

pytorch-efficientdet-api

A PyTorch EfficientDet API for easy training and inference on custom datasets.
Python
1
star
22

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.
Python
1
star
23

English-to-French-Neural-Machine-Translator

A deep learning model to translate English sentences to French sentences.
Jupyter Notebook
1
star
24

gpt_instruct

GPT instruct based models in less than a billion parameters.
Jupyter Notebook
1
star
25

Diabetic-Retinopathy

Python
1
star
26

efficient_seg

Python
1
star