{"id":19270999,"url":"https://github.com/akshaypatil15/image_classification_inceptionv3","last_synced_at":"2026-05-16T04:47:58.366Z","repository":{"id":213484110,"uuid":"200405161","full_name":"Akshaypatil15/image_classification_inceptionV3","owner":"Akshaypatil15","description":"We are going to use inception v3 for mobile manufacture image based 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image_classification_inceptionV3\nWe are going to use inception v3 for mobile manufacture image based classification.\n\n## Generating Record files\nHere we have sample record files in data directory, if you have your own data is should be splitted in train-val folder.\nFor generating your own record files, run following command.\n\n\t$ TRAIN_DIR=PATH_TO_YOUR_TRAIN_FOLDER\n\t$ VALIDATION_DIR=PATH_TO_YOUR_VALIDATION_FOLDER\n\t$ OUTPUT_DIRECTORY=PATH_TO_YOUR_OUTPUT_FOLDER\n\t$ LABELS_FILE=TXT_FILE_PATH\n\n\t$ python src/build_image_data.py \\\n\t\t--train_directory=$TRAIN_DIR \\\n\t\t--validation_directory=$VALIDATION_DIR \\\n\t\t--output_directory=$OUTPUT_DIRECTORY \\\n\t\t--labels_file=$LABELS_FILE\n\n## Download Pre-Trained Inception-v3 checkpoint\n\n\t$ wget http://download.tensorflow.org/models/inception_v3_2016_08_28.tar.gz\n\n## Train Model\n\n\t$ TRAIN_DIR=PATH_TO_YOUR_DATA_FOLDER\n\t$ CHECKPOINT_PATH=PATH_TO_PRETRAINED_INCEPTION_MODEL_FOLDER/inception_v3.ckpt\n\t$ TRAINED_MODEL_DIR=PATH_TO_SAVE_TRAINED_MODEL_DIR\n\n\t$ python src/slim/train_image_classifier.py \\\n\t\t--train_dir=$TRAINED_MODEL_DIR \\\n\t\t--dataset_dir=$TRAIN_DIR \\\n\t\t--dataset_name=cell_phone_data \\\n\t\t--dataset_split_name=train \\\n\t\t--model_name=inception_v3 \\\n\t\t--batch_size=32 \\\n\t\t--checkpoint_path=$CHECKPOINT_PATH \\\n\t\t--checkpoint_exclude_scopes=InceptionV3/Logits,InceptionV3/AuxLogits \\\n\t\t--trainable_scopes=InceptionV3/Logits,InceptionV3/AuxLogits\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakshaypatil15%2Fimage_classification_inceptionv3","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fakshaypatil15%2Fimage_classification_inceptionv3","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakshaypatil15%2Fimage_classification_inceptionv3/lists"}