From 650353cb6a91d403d0e145e37814cd490b011d23 Mon Sep 17 00:00:00 2001 From: Mohamed Nouffer Date: Fri, 22 Oct 2021 11:53:03 +0530 Subject: [PATCH] updated documents --- README.md | 54 ++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 54 insertions(+) create mode 100644 README.md diff --git a/README.md b/README.md new file mode 100644 index 0000000..c87073a --- /dev/null +++ b/README.md @@ -0,0 +1,54 @@ +# Sumasen Trainer +--- +### Train and create a new Model + +1) Select New from left menu +![initial](documents/initial.png) + +2) Enter image folder where images are saved in sub folder as their category + +**This will assign a outpu folder to arrage images, you can modify if required** +![output folder](documents/output_folder.png) + +Eg: +`image_classifier/dataset/raw_data` +![select image folder](documents/select_image_folder.png) + + +3) Select input shape +This will be used to resize image into +![image shape](documents/image_shape.png) + +4) Select Batch Size + This is the number of image used to train as a batch +![batch size](documents/select_batch_size.png) + +5) Click arrange images button +This will rearrange the images seected above and arrange them as train, test and validation sets +![arranges images](documents/arraged_images.png) + +6) a) Enter a name for model, the model will be saved under previouly selected output folder + b) also select number of epochs the training should run +![start training](documents/begin_training.png)) + +7) training progrss +![training progress](documents/training_progress.png) + +8) Training completed. + The model will be saved in the output folder + ![training complted](documents/finished_training.png) + + +### Predicting a new image + +1) Select "Existing model" from left pane + +![existing model](documents/previous_model.png) + +2) Enter a folder to list all models available (if a training session is done previously the output folder will be there automatically) +3) Click load model and select a model available +![select model](documents/select_model.png) + +4) On the right pan select images shape that used for this model and a new image to predict, +![predict](documents/predicttion.png) +