
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# vit-base-beans-demo-v5

This model is a fine-tuned version of [google/vit-large-patch16-224-in21k](https://huggingface.co/google/vit-large-patch16-224-in21k) on the imagefolder dataset.
It achieves the following results on the evaluation set:
- Loss: 2.6708
- Accuracy: 0.4679

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 5.9636        | 0.06  | 100  | 5.7983          | 0.1      |
| 5.8053        | 0.11  | 200  | 5.8683          | 0.1110   |
| 5.9476        | 0.17  | 300  | 5.9242          | 0.1006   |
| 5.6866        | 0.23  | 400  | 5.6640          | 0.1110   |
| 5.5886        | 0.29  | 500  | 5.6032          | 0.1153   |
| 5.4108        | 0.34  | 600  | 5.5314          | 0.1179   |
| 5.4427        | 0.4   | 700  | 5.4592          | 0.1188   |
| 5.1333        | 0.46  | 800  | 5.3569          | 0.1272   |
| 5.2427        | 0.52  | 900  | 5.2451          | 0.1318   |
| 5.2185        | 0.57  | 1000 | 5.1948          | 0.1355   |
| 4.777         | 0.63  | 1100 | 5.1379          | 0.1361   |
| 5.2378        | 0.69  | 1200 | 5.1043          | 0.1347   |
| 5.2246        | 0.74  | 1300 | 5.0783          | 0.1419   |
| 4.9846        | 0.8   | 1400 | 5.0425          | 0.1390   |
| 5.2708        | 0.86  | 1500 | 5.0202          | 0.1387   |
| 4.9169        | 0.92  | 1600 | 4.9382          | 0.1526   |
| 4.8091        | 0.97  | 1700 | 4.8691          | 0.1497   |
| 4.8795        | 1.03  | 1800 | 4.8124          | 0.1546   |
| 4.6634        | 1.09  | 1900 | 4.7816          | 0.1601   |
| 4.4967        | 1.15  | 2000 | 4.7105          | 0.1618   |
| 4.8389        | 1.2   | 2100 | 4.7104          | 0.1671   |
| 4.5872        | 1.26  | 2200 | 4.6636          | 0.1607   |
| 4.7063        | 1.32  | 2300 | 4.6506          | 0.1584   |
| 4.5526        | 1.38  | 2400 | 4.5932          | 0.1743   |
| 4.4984        | 1.43  | 2500 | 4.5266          | 0.1792   |
| 4.2266        | 1.49  | 2600 | 4.4860          | 0.1850   |
| 4.5827        | 1.55  | 2700 | 4.4237          | 0.1844   |
| 3.9383        | 1.6   | 2800 | 4.3919          | 0.1887   |
| 4.5361        | 1.66  | 2900 | 4.3408          | 0.1971   |
| 4.5067        | 1.72  | 3000 | 4.2708          | 0.1965   |
| 4.3133        | 1.78  | 3100 | 4.2283          | 0.1997   |
| 4.4104        | 1.83  | 3200 | 4.1830          | 0.2061   |
| 3.965         | 1.89  | 3300 | 4.1360          | 0.2133   |
| 4.3425        | 1.95  | 3400 | 4.0754          | 0.2237   |
| 3.9526        | 2.01  | 3500 | 4.0885          | 0.2188   |
| 3.9037        | 2.06  | 3600 | 3.9629          | 0.2396   |
| 3.6883        | 2.12  | 3700 | 4.0130          | 0.2289   |
| 3.8445        | 2.18  | 3800 | 3.9220          | 0.2540   |
| 3.6093        | 2.23  | 3900 | 3.9453          | 0.2353   |
| 3.7109        | 2.29  | 4000 | 3.8822          | 0.2402   |
| 3.588         | 2.35  | 4100 | 3.7765          | 0.2679   |
| 3.4878        | 2.41  | 4200 | 3.7138          | 0.2821   |
| 3.8276        | 2.46  | 4300 | 3.7137          | 0.2694   |
| 3.7288        | 2.52  | 4400 | 3.6505          | 0.2821   |
| 3.4948        | 2.58  | 4500 | 3.6280          | 0.2835   |
| 3.3436        | 2.64  | 4600 | 3.5212          | 0.3145   |
| 3.3389        | 2.69  | 4700 | 3.5006          | 0.3208   |
| 3.4803        | 2.75  | 4800 | 3.4130          | 0.3361   |
| 3.3953        | 2.81  | 4900 | 3.3506          | 0.3370   |
| 3.3648        | 2.87  | 5000 | 3.3132          | 0.3462   |
| 3.1838        | 2.92  | 5100 | 3.2632          | 0.3543   |
| 3.1927        | 2.98  | 5200 | 3.2335          | 0.3613   |
| 2.8337        | 3.04  | 5300 | 3.1633          | 0.3760   |
| 2.6126        | 3.09  | 5400 | 3.1287          | 0.3803   |
| 2.7718        | 3.15  | 5500 | 3.0715          | 0.3876   |
| 2.7694        | 3.21  | 5600 | 3.0283          | 0.4040   |
| 2.7131        | 3.27  | 5700 | 2.9859          | 0.4040   |
| 2.6204        | 3.32  | 5800 | 2.9461          | 0.4078   |
| 2.4889        | 3.38  | 5900 | 2.9413          | 0.4081   |
| 2.5283        | 3.44  | 6000 | 2.9001          | 0.4147   |
| 2.6986        | 3.5   | 6100 | 2.8428          | 0.4335   |
| 2.8514        | 3.55  | 6200 | 2.8352          | 0.4399   |
| 2.2355        | 3.61  | 6300 | 2.7825          | 0.4462   |
| 2.4485        | 3.67  | 6400 | 2.7580          | 0.4535   |
| 2.3359        | 3.72  | 6500 | 2.7330          | 0.4549   |
| 2.5904        | 3.78  | 6600 | 2.7096          | 0.4613   |
| 2.5366        | 3.84  | 6700 | 2.6906          | 0.4642   |
| 2.3954        | 3.9   | 6800 | 2.6797          | 0.4691   |
| 2.3722        | 3.95  | 6900 | 2.6708          | 0.4679   |


### Framework versions

- Transformers 4.28.0
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.13.3

benign keratosis-like lesion melanoma t-analexcoriation t-psoriasis-interferon-injection- t-psoriasis-light-sensative- t-psoriasis-post-ampicillian- t-psoriasis-trunk- t-psoriasis-arthritis- t-psoriasis-infant- t-psoriasis-inversus- t-psoriasis-nails- t-psoriasis-penis- t-psoriasis-sunburn- t-angularcheilitis t-psoriasis-treatment- t-psoriasis-vulva- t-psoriasisgroin t-psoriasisintertrigo t-psoriasisnailskin t-psoriasisoilspot t-psoriasisonycholysis t-psoriasispinking t-psoriasispitting t-psoriasispustular t-atopic t-psoriasisscrotumnail t-psoriasisumbilicus t-rupturedcyst t-sebdermpresternal t-sebdermbrow t-sebdermchest t-sebdermcradlecap t-sebdermear t-sebdermearq t-sebdermeyelashes t-atopicchild t-sebdermface t-sebdermnlfold t-sebdermok t-sebdermrosacea t-sebdermscalp t-sebdermscalpq t-sebdermq t-sebnevus t-sebaceousademoma t-sebaceoushyperplasia t-atopicderm t-sexlinkichthosis t-sexlinkichthy t-sexlinkedechthyosis t-sexlinkedicthyosis t-t- t-tineaacute t-tineaamiantacea t-tineaankle t-tineagroin t-tineagroinborder t-atopicdermhand t-tineascalp t-tineascalpmcanis t-wartaldara t-wartnitrogen t-wartperiungual t-wartscyclosporin t-wartstransplantpt t-accessory-nipple- t-accessory-trachus- t-acidburn-gp t-atopicfacebaby t-acne t-acquired-digital-fibrokeratoma- t-actinomycosis- t-atopicadult t-atopicdermok t-atopicface t-atopicfoot t-atopicinfection-gp t-atopicknee t-atopicmouth t-atopicfaceok t-atypical-fibroxanthoma- t-biteline t-black-heel- t-calcifying-epithelioma- t-candida-groin- t-candida-penis- t-candidagranuloma-gp t-candidaintertrigo t-candidatongue t-candidiasis-chronic-mucocutaneous- t-atopicfeet t-candidiasis-diaper- t-candidiasis-large-skin-folds- t-candidiasis-mouth- t-candidiasis-vaginal- t-chapped-fissured-feet- t-child t-chondrodermatitis-nodularis- t-coccidiomycosis- t-confluent-reticulate-papillomatosis- t-connective-tissue-nevus- t-atopicfeetq t-corns- t-cylindroma- t-cystanal t-dermatofibroma- t-dermatosis-papulosa-nigra- t-diaper-rash- t-eccrine-spiradenoma- t-eczema t-eczema-acute- t-eczema-anal- abrasions () t-atopicfossa t-eczema-areola- t-eczema-arms- t-eczema-asteatotic- t-eczema-chronic- t-eczema-ears- t-eczema-face- t-eczema-fingertips- t-eczema-foot- t-eczema-hand- t-eczema-herpeticum- t-atopicfossaq t-eczema-histology- t-eczema-hyperkeratotic- t-eczema-impetiginized- t-eczema-leg- t-eczema-lids- t-eczema-nummular- t-eczema-penis- t-eczema-scrotum- t-eczema-subacute- t-eczema-trunk-generalized- t-atopichand t-eczema-vulva- t-emersion-foot- t-endometriosis- t-epidermal-cyst- t-epidermal-nevus- t-epidermal-nevus-inflammatory- t-erosio-interdigitalis-blastomycetica- t-erythrasma- t-erythrokeratodermia-variabilis- t-extraneous-digits- t-atopichandq t-factitial-dermatitis- t-fiberglass-dermatitis- t-fibroma- t-fibromatosis-progressive- t-fissure- t-follicular-mucinosis- t-granular-cell-tumor- t-granuloma-faciale- t-granuloma-hair- t-hand-foot-mouth- t-atopicimg-gp t-heels-dry-cracked- t-herpes-buttock- t-herpes-buttocks- t-herpes-cutaneous- t-herpes-immunocompromised- t-herpes-simplex- t-herpes-type--primary- t-herpes-type--recurrent- t-herpes-zoster- t-herpetic-whitlow- t-atopicpapules t-hydrocystoma- t-hyperlinearcrease t-hyperkeratosis t-hyperkeratosis- t-hyperlinear t-ichthosis t-ichthyosis t-icththyosis t-id-reaction- t-intertrigo t-atopicpop t-intertrigo- t-intertrigobreast t-intraepidermal-epithelioma- t-iododerma- t-keloids- t-keratoacanthoma- t-keratolysis-exfoliativa- t-keratosis-punctata- t-kerion- t-knuckle-pads- t-atopicwrist t-kyrle-disease- t-leiomyomata- t-lichen-planus- t-lichen-planus-vaginal- t-lichen-simplex-chronicus- t-lichen-striatus- t-lymphocytic-infiltrate-jessner- t-maceration- t-majocchi-granuloma- t-malum-ulcer- t-atopicwristq t-melanoma-mimic- t-milroy-disease- t-molluscum-contagiosum- t-monkey-pox- t-mouthchild t-mycetoma- t-neurofibromas- t-neurotic-excoriations- t-nevus-sebaceous- t-north-american-blastomycosis- t-axillary-granular-parakeratosis- t-notalgia-paraesthetica- t-orf- t-papules t-parasitosis-psychogenic- t-perleche- t-phlebitis-superficial- t-pilar-cyst- t-pinkus-tumor- t-pitalba t-pitted-keratolysis- bruises () t-balanitis t-pityriasis-rosea- t-pityriasis-rubra-pilaris- t-pityriasisalba-gp t-pityrosporum-folliculitis- t-pompholyx- t-porokeratosis- t-prurigo-nodularis- t-psoriasis-chronic-plaque- t-psoriasis-digits- t-psoriasis-erythrodermic- t-candida t-psoriasis-palms-soles- t-psoriasis-pustular-generalized- t-psoriasis-scalp- t-psoriasisintertrig t-reiter-syndrome- t-sebdermlids t-sebdermprestern t-sebkerm t-sebaceous-hyperplasia- t-sebaceouscarcinoma t-candidaaxillae t-seborrheic-dermatitis- t-seborrheic-keratoses-ruff- t-seborrheic-keratoses-smooth- t-seborrheic-keratosis-irritated- t-skin-tags-polyps- t-small-pox- t-spiny-keratoderma- t-stasis-dermatitis- t-stucco-keratoses- t-supernumerary-digits- t-candidabreast t-syringoma- t-thimg t-tinea-beard- t-tinea-body- t-tinea-border- t-tinea-face- t-tinea-foot-dorsum- t-tinea-foot-plantar- t-tinea-foot-webs- t-tinea-groin- t-candidavulva t-tinea-hand-dorsum- t-tinea-incognito- t-tinea-laboratory- t-tinea-nigra- t-tinea-palm- t-tinea-primary-lesion- t-tinea-scalp- t-tinea-versicolor- t-tineacapitis-gp t-tineacorporis t-chickpoxtrunk t-tineafeet t-tineaped t-tineaversicolor t-trichoepithelioma- t-trichofolliculoma- t-tt-tonsurans-adult- t-varicella t-varicella- t-wartcommon t-wartfinger t-chickenpoxlesions t-warts- t-warts-common- t-warts-cryotherapy- t-warts-digitate- t-warts-flat- t-warts-immunocompromised- t-warts-oral- t-warts-periungual- t-warts-plantar- t-warts-treatment- t-chickenpoxvesicle t-wartsmouth t-wrist t-xanthogranuloma- t-xlinkedicthyosis v-atopicchild v-atopicderm v-atopicfacek v-atopicfaceok v-atopicfossaq v-atopicimg-gp t-chronicstaisis v-atopiclichenification v-atopicmouth v-axillary-granular-parakeratosis- v-candida v-candidaaxillae v-chickenpoxback v-dermatitisareola v-dermatitisarm v-dermatitisleg v-dermatitislids t-contactderm v-dryfeet v-dyshidrosis- v-eczemaareolae v-epidermcystruptured v-herpes-hand- v-img v-ichthosisimg-gp v-ichthyosissexlinked v-keratoacanthoma v-keratosisimg-gp burns () t-contactdermlids v-lichen-nitidus- v-lichen-planus-drug- v-lichen-planus-hypertrophic- v-lichen-planus-oral- v-lichen-planus-palm-soles- v-lichen-planus-penis- v-lichen-sclerosis-vulva- v-lichen-sclerosus-penis- v-lichen-sclerosus-skin- v-oilspotpsoriasis t-cystclearfluid v-periungualwart v-pityriasis-lichenoides- v-pityriasisalba v-psoriasis- v-psoriasis-anus- v-psoriasis-cellulitis- v-psoriasis-guttate- v-psoriasis-hand- v-psoriasis-histology- v-psoriasis-interferon-injection- t-denniemorganfolds v-psoriasis-inversus- v-psoriasis-nails- v-psoriasis-penis- v-psoriasis-sunburn- v-psoriasisanalpink v-psoriasispinking v-sebdermchest v-sebdermlids v-sebdermprestern v-sebdermpresternal t-dermatitisarm v-sexlinkichthosis v-sexlinkedechthyosis v-tineaincognito v-accessory-nipple- v-accessory-trachus- v-acquired-digital-fibrokeratoma- v-actinomycosis- v-atopic v-atopicadult v-atopicdermok t-dermatitislids v-atopicface v-atopicfeet v-atopicflid v-atopicfoot v-black-heel- v-candida-groin- v-candida-penis- v-candidaintertrigo v-candidatongue v-candidiasis-penis- t-desquamation v-candidiasis-diaper- v-candidiasis-large-skin-folds- v-candidiasis-mouth- v-candidiasis-vaginal- v-chapped-fissured-feet- v-cheilitis v-child v-chondrodermatitis-nodularis- v-coccidiomycosis- v-collagenoma- t-desquamation- v-confluent-reticulate-papillomatosis- v-corns- v-cylindroma- v-dermatitisdrug v-dermatofibroma- v-dermatosis-papulosa-nigra- v-desquamation- v-diaperderm v-eczema-acute- v-eczema-areola- t-drycrackedheels v-eczema-arms- v-eczema-asteatotic- v-eczema-axillae- v-eczema-chronic- v-eczema-ears- v-eczema-face- v-eczema-fingertips- v-eczema-foot- v-eczema-hand- v-eczema-herpeticum- t-dryfeet v-eczema-impetiginized- v-eczema-leg- v-eczema-lids- v-eczema-nummular- v-eczema-subacute- v-eczema-trunk-generalized- v-eczema-vaccinatum- v-eczema-vulva- v-epidermal-cyst- v-epidermal-nevus- t-dyshidrosis- v-erosio-interdigitalis-blastomycetica- v-erythrasma- v-factitial-dermatitis- v-fiberglass-dermatitis- v-fibroma- v-fissure- v-follicular-keratosis- v-glutealpinking v-hand-foot-mouth- v-heels-dry-cracked- cut () t-eczema- v-herpes-buttock- v-herpes-buttocks- v-herpes-cutaneous- v-herpes-mouth- v-herpes-simplex- v-herpes-type--primary- v-herpes-type--recurrent- v-herpes-zoster- v-hydrocystoma- v-hyperlinearcrease t-eczemaareolae v-hyperkeratosis v-ichthyosis v-icththyosis v-icthyosis v-id-reaction- v-intertrigo v-intertrigo- v-iododerma- v-keloids- v-kerpilarisflorid t-eczemaexcoriated v-keratoacanthoma- v-keratolysis-exfoliativa- v-keratosis-punctata- v-keratosispilaris v-kerion- v-kyrle-disease- v-leiomyomata- v-lichen-planus- v-lichen-planus-vaginal- v-lichen-simplex-chronicus- t-epidermcystruptured v-maceration- v-majocchi-granuloma- v-melanoma-mimic- v-milroy-disease- v-molluscum-contagiosum- v-neurofibromas- v-neurotic-excoriations- v-nevus-sebaceous- v-north-american-blastomycosis- v-parasitosis-psychogenic- t-fissure v-perleche- v-phlebitis-superficial- v-pilar-cyst- v-pinkus-tumor- v-pitted-keratolysis- v-pityriasis-rosea- v-pityriasis-rubra-pilaris- v-pityrosporum-folliculitis- v-pompholyx- v-porokeratosis- t-giantcomedone v-prurigo-nodularis- v-pseudo-cyst-auricle- v-psoriasis-chronic-plaque- v-psoriasis-digits- v-psoriasis-erythrodermic- v-psoriasis-palms-soles- v-psoriasis-pustular-generalized- v-psoriasis-scalp- v-psoriasisanus v-reiter-syndrome- t-herpes-hand- v-sebkerm v-sebaceous-hyperplasia- v-sebdermface v-seborrheic-dermatitis- v-seborrheic-keratoses-ruff- v-seborrheic-keratoses-smooth- v-seborrheic-keratosis-irritated- v-seborrheickeratosiscrop v-skin-tags-polyps- v-small-pox- t-hyperlinearcreases v-stasis-dermatitis- v-stucco-keratoses- v-syringoma- v-thimg v-tinea-beard- v-tinea-body- v-tinea-face- v-tinea-foot-dorsum- v-tinea-foot-plantar- v-tinea-foot-webs- t-img v-tinea-groin- v-tinea-hand-dorsum- v-tinea-incognito- v-tinea-laboratory- v-tinea-palm- v-tinea-primary-lesion- v-tinea-scalp- v-tinea-versicolor- v-tineaamiantacea v-trichofolliculoma- t-ichthosisimg-gp v-varicella- v-wartcommon v-wartmouth v-warts- v-warts-common- v-warts-cryotherapy- v-warts-digitate- v-warts-flat- v-warts-immunocompromised- v-warts-oral- ingrown_nail () t-ichthyosissexlinked v-warts-periungual- v-warts-plantar- v-warts-treatment- v-xlinkedicthyosis t-ichthyosisvulgaris t-icthyosis t-intertirgorxsteroids t-intertrigogluteal t-intertrigogroin t-intertrigopenis t-intertrigopenisw t-intertrigovulva t-keratosisimg-gp laseration () t-keratosispilar t-keratosispilaris t-lsaanal t-lsaskin t-lichen-nitidus- t-lichen-planus-drug- t-lichen-planus-hypertrophic- t-lichen-planus-oral- t-lichen-planus-palm-soles- t-lichen-planus-penis- stab_wound () t-lichen-sclerosis-vulva- t-lichen-sclerosus-penis- t-lichen-sclerosus-skin- t-lichen-spinulosa- t-lichenplanustongue t-monialisisimg-gp t-palmoplantar-keratoderma- t-perleche t-pilarcyst t-pityriasis-lichenoides- t-atopicareola t-pityriasisalba t-pityriasisalbal t-pityriasisalbaq t-psoriasis- t-psoriasis-anus- t-psoriasis-cellulitis- t-psoriasis-guttate- t-psoriasis-hiv- t-psoriasis-hand- t-psoriasis-histology-