Model: nickmuchi/vit-base-beans
Author: nickmuchi
Pipeline: image-classification
Library: transformers
Tags: transformers, pytorch, tensorboard, vit, image-classification, generated_from_trainer, dataset:beans, base_model:google/vit-base-patch16-224-in21k, base_model:finetune:google/vit-base-patch16-224-in21k, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: google/vit-base-patch16-224-in21k
Card metadata: license: apache-2.0
tags: image-classification, generated_from_trainer
datasets: beans
metrics: accuracy
widget: src: https://huggingface.co/nateraw/vit-base-beans/resolve/main/healthy.jpeg
example_title: Healthy, src: https://huggingface.co/nateraw/vit-base-beans/resolve/main/angular_leaf_spot.jpeg
example_title: Angular Leaf Spot, src: https://huggingface.co/nateraw/vit-base-beans/resolve/main/bean_rust.jpeg
example_title: Bean Rust
base_model: google/vit-base-patch16-224-in21k
model-index: name: vit-base-beans
results: task: type: image-classification
name: Image Classification
dataset: name: beans
type: beans
args: default
metrics: type: accuracy
value: 0.9849624060150376
name: Accuracy
verified: no, task: type: image-classification
name: Image Classification
dataset: name: beans
type: beans
config: default
split: test
metrics: type: accuracy
value: 0.96875
name: Accuracy
verified: yes
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value: 0.9716312056737588
name: Precision Macro
verified: yes
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value: 0.96875
name: Precision Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTMwNGEyODA1NmEzOWE2M2U1M2M0MTg3MTU2NTVmODcxNGY1ZmFiZWIwMDJkZDEzNTRkNmNjOWNjYzllZDhjNyIsInZlcnNpb24iOjF9.yvGN04AqLPpiP4bg42Z0X7IHSqTde3kb8QXeAn79WMub6RTbtQqSsPnLkZmfIBC_bsKdDFGNr4Pq5wtLa0GpBA, type: precision
value: 0.9714095744680851
name: Precision Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiODQ3NzIzMzE1NWQ3ZmQwZmRhNzNmOTczMjllMjM5MDUyYjFmYWQzYjA3YTQzM2I5MmZkNGE5MWI2MWYxYmUxOCIsInZlcnNpb24iOjF9.pLLxdDf4YjD2N5x4G2cTKaBSvmTHDXH2ZDL4QYZ0nHHnRNeQRRpyhny_swBn4ooS2YplGnUfU5WcIDboSmP2Dg, type: recall
value: 0.9689922480620154
name: Recall Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZGUzOGRjYWJlY2FiY2M2Yjg1YmZmZjg3NjU3YjhiZmViZjhjMjgzNGM5MGJjNzA5YzJkZmZmZWFkNjBkODgwZiIsInZlcnNpb24iOjF9.vintwO0TDSUQ279t41zAi7nu_Z330RPgRbictjqBfC-P-EmEp6c2FgFk2Tfi9JU1ADWZp1LSiYVP6Z0vx1tdDg, type: recall
value: 0.96875
name: Recall Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzU1MDMyZjFjNzkzZGQ1NTFhZDdjNGFkMGFiNDYyMDRhMTI4NjRhMjlkOTBkZDQ5ZGM0NTg0ODBlZDE1MWY3ZCIsInZlcnNpb24iOjF9.jSiGQmIYTp1AF1HXCrcdRPMx1KLTinZePt0_JwPNx4_NBXTSoB8SfMYa37tQUjiWge84mIs9peEGOvlR_D-MDA, type: recall
value: 0.96875
name: Recall Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMWRkMWQ1OWRiMmUyMzIwNTNlYjZkZWI2MmI1ZDE3NGMxNTJiYzk0NzU1ZDgyNWIwY2E1YWIwODY3NjIwNGE2YSIsInZlcnNpb24iOjF9.p_xnLgnHK_rn4P6b5OBMOse9-2I0Bmdg71D8OF-GoSyBtIxY_fqEiZOsxRPliCtj8oaaapmzE5hBuk8Js5fpDw, type: f1
value: 0.9689250225835592
name: F1 Macro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNDczNmY3NWMxOTRmMzUwZDVjZTNmOTgwNGY3NDIyYmNiMjFjOTBiMTAxYjlmMTYxNjdlODI4NmI5ZjYzNWM5ZCIsInZlcnNpb24iOjF9.NZ573cbob2p6akj5ZwRm9L2eN3wes9_c-m936SG561UWiJBjgt8rluMEmAVV9Dv-ioejNtAy1F4fvg2AdyBwDQ, type: f1
value: 0.96875
name: F1 Micro
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOTZlNzNhZjRkYWE1ZDRiZmVhYjc3ZTZhYmYzMDVkMmIzMzUzNWY1NDliMGI5NzgxZjM1YzliNWZhYzM4MzA5MyIsInZlcnNpb24iOjF9.ClwhPdxnwkUHQt22byICE0f31CaIrXr1dhNDMvEt8imyzf13saNURRzvk3pW-eOCpZaGY3LCjvgAwrdXtZ67AA, type: f1
value: 0.9686822493224932
name: F1 Weighted
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2RiZGMyNmQ5NWQyODgzMjgwY2E2Y2E5MmJmOTIxMWQ1ZGJmYjNhNGRjOWM4NTRjZTBkMTU3MGU4MzBmMWU0OCIsInZlcnNpb24iOjF9.EQX3LU8GL2TRZxWaDHmKWEkXOLpF0cVWn0pQUrBE43rDe0-Peon_wnIhlE1qijPAEO75fPTWtr5MpjnaXAWqAA, type: loss
value: 0.1282731592655182
name: loss
verified: yes
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzFjMjkwYzk0NDA4OGZkYjQzY2M1YTczOTExNDFiNjVmYjBmZmMwYjk4MDI0MDdmYmM0N2MyZmNlOGQ5OTQ0NCIsInZlcnNpb24iOjF9.Rzg0eUxeNkN_bqFU1OmIuw-cc1doy1DHbQus-0fypVxsb1tKKUVBWwMSx-lVYxFKU9PP8twxNlM6fu3Xro_hDA
Likes: 0 | All-time downloads: 1758
Created: 2022-03-02 23:29:05