analyzer: device: cpu optimize_transforms: true reader: _target_: facetorch.analyzer.reader.ImageReader device: _target_: torch.device type: ${analyzer.device} optimize_transform: ${analyzer.optimize_transforms} transform: _target_: torchvision.transforms.Compose transforms: - _target_: facetorch.transforms.SquarePad - _target_: torchvision.transforms.Resize size: - 1080 detector: _target_: facetorch.analyzer.detector.FaceDetector downloader: _target_: facetorch.downloader.DownloaderGDrive file_id: 154x2VjmTQVqmowB0yZw4Uck7uQs2vVBs path_local: /code/models/torchscript/detector/1/model.pt device: _target_: torch.device type: ${analyzer.device} reverse_colors: true preprocessor: _target_: facetorch.analyzer.detector.pre.DetectorPreProcessor transform: _target_: torchvision.transforms.Compose transforms: - _target_: torchvision.transforms.Normalize mean: - 104.0 - 117.0 - 123.0 std: - 1.0 - 1.0 - 1.0 device: _target_: torch.device type: ${analyzer.device} optimize_transform: ${analyzer.optimize_transforms} reverse_colors: ${analyzer.detector.reverse_colors} postprocessor: _target_: facetorch.analyzer.detector.post.PostRetFace transform: None device: _target_: torch.device type: ${analyzer.device} optimize_transform: ${analyzer.optimize_transforms} confidence_threshold: 0.02 top_k: 5000 nms_threshold: 0.4 keep_top_k: 750 score_threshold: 0.6 prior_box: _target_: facetorch.analyzer.detector.post.PriorBox min_sizes: - - 16 - 32 - - 64 - 128 - - 256 - 512 steps: - 8 - 16 - 32 clip: false variance: - 0.1 - 0.2 reverse_colors: ${analyzer.detector.reverse_colors} expand_box_ratio: 0.1 unifier: _target_: facetorch.analyzer.unifier.FaceUnifier transform: _target_: torchvision.transforms.Compose transforms: - _target_: torchvision.transforms.Normalize mean: - -123.0 - -117.0 - -104.0 std: - 255.0 - 255.0 - 255.0 - _target_: torchvision.transforms.Resize size: - 380 - 380 device: _target_: torch.device type: ${analyzer.device} optimize_transform: ${analyzer.optimize_transforms} predictor: embed: _target_: facetorch.analyzer.predictor.FacePredictor downloader: _target_: facetorch.downloader.DownloaderGDrive file_id: 19h3kqar1wlELAmM5hDyj9tlrUh8yjrCl path_local: /code/models/torchscript/predictor/embed/1/model.pt device: _target_: torch.device type: ${analyzer.device} preprocessor: _target_: facetorch.analyzer.predictor.pre.PredictorPreProcessor transform: _target_: torchvision.transforms.Compose transforms: - _target_: torchvision.transforms.Resize size: - 244 - 244 - _target_: torchvision.transforms.Normalize mean: - 0.485 - 0.456 - 0.406 std: - 0.228 - 0.224 - 0.225 device: _target_: torch.device type: ${analyzer.predictor.fer.device.type} optimize_transform: ${analyzer.optimize_transforms} reverse_colors: false postprocessor: _target_: facetorch.analyzer.predictor.post.PostEmbedder transform: None device: _target_: torch.device type: ${analyzer.predictor.fer.device.type} optimize_transform: ${analyzer.optimize_transforms} labels: - abstract verify: _target_: facetorch.analyzer.predictor.FacePredictor downloader: _target_: facetorch.downloader.DownloaderGDrive file_id: 1H-aPtFd9C5D7y1vzoWsObKAxeIBE9QPd path_local: /code/models/torchscript/predictor/verify/1/model.pt device: _target_: torch.device type: ${analyzer.device} preprocessor: _target_: facetorch.analyzer.predictor.pre.PredictorPreProcessor transform: _target_: torchvision.transforms.Compose transforms: - _target_: torchvision.transforms.Resize size: - 112 - 112 - _target_: torchvision.transforms.Normalize mean: - 0.485 - 0.456 - 0.406 std: - 0.229 - 0.224 - 0.225 device: _target_: torch.device type: ${analyzer.predictor.verify.device.type} optimize_transform: ${analyzer.optimize_transforms} reverse_colors: false postprocessor: _target_: facetorch.analyzer.predictor.post.PostEmbedder transform: None device: _target_: torch.device type: ${analyzer.predictor.verify.device.type} optimize_transform: ${analyzer.optimize_transforms} labels: - abstract fer: _target_: facetorch.analyzer.predictor.FacePredictor downloader: _target_: facetorch.downloader.DownloaderGDrive file_id: 1xoB5VYOd0XLjb-rQqqHWCkQvma4NytEd path_local: /code/models/torchscript/predictor/fer/2/model.pt device: _target_: torch.device type: ${analyzer.device} preprocessor: _target_: facetorch.analyzer.predictor.pre.PredictorPreProcessor transform: _target_: torchvision.transforms.Compose transforms: - _target_: torchvision.transforms.Resize size: - 260 - 260 - _target_: torchvision.transforms.Normalize mean: - 0.485 - 0.456 - 0.406 std: - 0.229 - 0.224 - 0.225 device: _target_: torch.device type: ${analyzer.predictor.fer.device.type} optimize_transform: ${analyzer.optimize_transforms} reverse_colors: false postprocessor: _target_: facetorch.analyzer.predictor.post.PostArgMax transform: None device: _target_: torch.device type: ${analyzer.predictor.fer.device.type} optimize_transform: ${analyzer.optimize_transforms} dim: 1 labels: - Anger - Contempt - Disgust - Fear - Happiness - Neutral - Sadness - Surprise deepfake: _target_: facetorch.analyzer.predictor.FacePredictor downloader: _target_: facetorch.downloader.DownloaderGDrive file_id: 1GjDTwQpvrkCjXOdiBy1oMkzm7nt-bXFg path_local: /code/models/torchscript/predictor/deepfake/1/model.pt device: _target_: torch.device type: ${analyzer.device} preprocessor: _target_: facetorch.analyzer.predictor.pre.PredictorPreProcessor transform: _target_: torchvision.transforms.Compose transforms: - _target_: torchvision.transforms.Resize size: - 380 - 380 - _target_: torchvision.transforms.Normalize mean: - 0.485 - 0.456 - 0.406 std: - 0.229 - 0.224 - 0.225 device: _target_: torch.device type: ${analyzer.device} optimize_transform: ${analyzer.optimize_transforms} reverse_colors: false postprocessor: _target_: facetorch.analyzer.predictor.post.PostSigmoidBinary transform: None device: _target_: torch.device type: ${analyzer.device} optimize_transform: ${analyzer.optimize_transforms} labels: - Real - Fake threshold: 0.7 align: _target_: facetorch.analyzer.predictor.FacePredictor downloader: _target_: facetorch.downloader.DownloaderGDrive file_id: 16gNFQdEH2nWvW3zTbdIAniKIbPAp6qBA path_local: /code/models/torchscript/predictor/align/1/model.pt device: _target_: torch.device type: ${analyzer.device} preprocessor: _target_: facetorch.analyzer.predictor.pre.PredictorPreProcessor transform: _target_: torchvision.transforms.Compose transforms: - _target_: torchvision.transforms.Resize size: - 120 - 120 device: _target_: torch.device type: ${analyzer.predictor.align.device.type} optimize_transform: ${analyzer.optimize_transforms} reverse_colors: false postprocessor: _target_: facetorch.analyzer.predictor.post.PostEmbedder transform: None device: _target_: torch.device type: ${analyzer.predictor.align.device.type} optimize_transform: ${analyzer.optimize_transforms} labels: - abstract utilizer: align: _target_: facetorch.analyzer.utilizer.align.Lmk3DMeshPose transform: None device: _target_: torch.device type: ${analyzer.device} optimize_transform: false downloader_meta: _target_: facetorch.downloader.DownloaderGDrive file_id: 11tdAcFuSXqCCf58g52WT1Rpa8KuQwe2o path_local: /code/data/3dmm/meta.pt image_size: 120 draw_boxes: _target_: facetorch.analyzer.utilizer.draw.BoxDrawer transform: None device: _target_: torch.device type: ${analyzer.device} optimize_transform: false color: green line_width: 3 draw_landmarks: _target_: facetorch.analyzer.utilizer.draw.LandmarkDrawerTorch transform: None device: _target_: torch.device type: ${analyzer.device} optimize_transform: false width: 2 color: green logger: _target_: facetorch.logger.LoggerJsonFile name: facetorch level: 10 path_file: /code/logs/facetorch/main.log json_format: '%(asctime)s %(levelname)s %(message)s' main: sleep: 3 debug: true batch_size: 8 fix_img_size: true return_img_data: true include_tensors: true