Yash Choksi's repositories
dolphin_classification
Classification datasets from Kaggle competition dataset
melanoma_image_classification
Computer vision application for melanoma image classification. Using TPUs and CNNs.
bird_detection
Bird detection project using dataset from Caltech
brest_cancer_kaggle
Brest cancer detection using CV and scan images.
helper_functions_cv
Different kinds of helper functions for tensor flow to printing datasets and other wide range of options.
contrail_segmentation
Google contrail detection
custom_model_implementation
Custom models build upon in tensor flow and PyTorch
deep_fake_kaggle
This repo deep fake gaggle competition.
face_gen_ai
Generative models and eval for face datasets
feature_based_knn
Classify images in different classes based on features
google_sign_detection
Google sign language competition data
image_similarity
Image similarity model and using CNN as feature extractor.
mayo_strip_ai
Kaggle competition for mayo strip ai.
ml_math
This repo is created to understand core math behind NN and general ML as well.
object_detection
Simple to complex level object detection models with implementations are also added.
plant_pathology
Plant pathology competition for kaggle competition.
PyTorch_learning
Learning PyTorch with some basics understanding.
shell_scripts
Basic shell scripts for repetitive tasks.
ship_segmentation
Airbus ship segmentation from kaggle competition
simple_docker_keras
Simple example to setup docker with keras.
stats_with_python
Some basic statistics and how to use them in daily life especially with current ML models.
stereo_vision
Some stereo vision projects
swin_transfromer
Swin transformer implementation with extensive implementation details.
tensorflow-onnx-tensorrt
Nothing
tensorflow_pytorch_compare
This repo is created for specific learning purpose how TensorFlow models are created maintained and trained and in comparison how PyTorch are done. More focus on syntax and coding rather than efficiency.
test_poetry
N/A
torch_serve_template
For making model to prod this is template for model serving.
video_action_classification
Codebase for general video classification dataset
video_classification
Video classification project with temporal info in action.