cnn

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

This will contain the code for the 2nd edition of NLP with TensorFlow (Edition 2)

reference pytorch code for intent classification

An end-to-end image captioning project using a CNN encoder (ResNet-50) and LSTM decoder in PyTorch. Includes vocabulary building, preprocessing, training with BLEU evaluation, and inference. Generates natural language captions for images with saved metrics, model checkpoints, and visualization outputs.

Machine learning robotics engineer preparation material.

This source code implements our ECCV paper "task-conditioned domain adaptation for pedestrian detection in thermal imagery".

Code and supplementary materials for the research paper titled 'Advancing Geological Image Segmentation: Deep Learning Approaches for Rock Type Identification and Classification', published in Applied Computing and Geosciences (Elsevier).

Sarcasm is a term that refers to the use of words to mock, irritate, or amuse someone. It is commonly used on social media. The metaphorical and creative nature of sarcasm presents a significant difficulty for sentiment analysis systems based on affective computing. The technique and results of our team, UTNLP, in the SemEval-2022 shared task 6 on sarcasm detection are presented in this paper.

Forest Fire Detection By Convolutional Neural Network

Breast cancer classification from Mammogram images using Deep CNN with Keras and TensorFlow.

Computer Vision project focused on detecting smoke and fire in wild environments. The Google Vision Transformer was fine-tuned on a custom dataset.

Deep learning models(CNN, LSTM, BERT) for image and text classification task with Tensorflow and Keras

An end-to-end tennis video analysis system leveraging Ultralytics YOLOv8 for player and ball detection, multi-object tracking across frames, and a custom CNN for court keypoint extraction, providing data-driven insights into player movement, ball trajectories, and match dynamics using advanced computer vision and deep learning techniques.